My_custom_training_2800.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "wQaH53afmrZC"
      },
      "source": [
        "# Building a YOLOv3 Object Detector with Darknet"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ngQsy2AT256U"
      },
      "source": [
        "**Cloning and Building Darknet**\n",
        "\n",
        "The following cells will clone darknet from AlexeyAB's famous repository, adjust the Makefile to enable OPENCV and GPU for darknet and then build darknet.\n",
        "\n",
        "Do not worry about any warnings when you run the '!make' cell!"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "HCs4VQmESACk",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "2df10b90-eb94-48b1-e11e-b6e37a1724f0"
      },
      "source": [
        "# clone darknet repo\n",
        "!git clone https://github.com/AlexeyAB/darknet"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cloning into 'darknet'...\n",
            "remote: Enumerating objects: 15549, done.\u001b[K\n",
            "remote: Counting objects: 100% (35/35), done.\u001b[K\n",
            "remote: Compressing objects: 100% (29/29), done.\u001b[K\n",
            "remote: Total 15549 (delta 10), reused 27 (delta 6), pack-reused 15514\u001b[K\n",
            "Receiving objects: 100% (15549/15549), 14.24 MiB | 9.12 MiB/s, done.\n",
            "Resolving deltas: 100% (10422/10422), done.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "5H-Taj06Tw1c",
        "outputId": "f5918219-ac38-4195-8568-9fea3873441d"
      },
      "source": [
        "# change makefile to have GPU and OPENCV enabled\n",
        "%cd darknet\n",
        "!sed -i 's/OPENCV=0/OPENCV=1/' Makefile\n",
        "!sed -i 's/GPU=0/GPU=1/' Makefile\n",
        "!sed -i 's/CUDNN=0/CUDNN=1/' Makefile"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/darknet\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "aNv1UHwXZK57",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "88832133-fa6d-44be-a6fa-9b602693ff73"
      },
      "source": [
        "# verify CUDA\n",
        "!/usr/local/cuda/bin/nvcc --version"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "nvcc: NVIDIA (R) Cuda compiler driver\n",
            "Copyright (c) 2005-2022 NVIDIA Corporation\n",
            "Built on Wed_Sep_21_10:33:58_PDT_2022\n",
            "Cuda compilation tools, release 11.8, V11.8.89\n",
            "Build cuda_11.8.r11.8/compiler.31833905_0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3DWRrVatZZZg",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "1eafed40-ff1f-4359-c144-da2ce755a4ed"
      },
      "source": [
        "# make darknet (build)\n",
        "!make"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "mkdir -p ./obj/\n",
            "mkdir -p backup\n",
            "chmod +x *.sh\n",
            "g++ -std=c++11 -std=c++11 -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/image_opencv.cpp -o obj/image_opencv.o\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid draw_detections_cv_v3(void**, detection*, int, float, char**, image**, int, int)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:946:23:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Krgb\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-but-set-variable\u0007-Wunused-but-set-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  946 |                 float \u001b[01;35m\u001b[Krgb\u001b[m\u001b[K[3];\n",
            "      |                       \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid draw_train_loss(char*, void**, int, float, float, int, int, float, int, char*, float, int, int, double)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1147:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kthis ‘\u001b[01m\u001b[Kif\u001b[m\u001b[K’ clause does not guard... [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wmisleading-indentation\u0007-Wmisleading-indentation\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1147 |             \u001b[01;35m\u001b[Kif\u001b[m\u001b[K (iteration_old == 0)\n",
            "      |             \u001b[01;35m\u001b[K^~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1150:17:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K...this statement, but the latter is misleadingly indented as if it were guarded by the ‘\u001b[01m\u001b[Kif\u001b[m\u001b[K’\n",
            " 1150 |                 \u001b[01;36m\u001b[Kif\u001b[m\u001b[K (iteration_old != 0){\n",
            "      |                 \u001b[01;36m\u001b[K^~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid cv_draw_object(image, float*, int, int, int*, float*, int*, int, char**)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1444:14:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbuff\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1444 |         char \u001b[01;35m\u001b[Kbuff\u001b[m\u001b[K[100];\n",
            "      |              \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1420:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kit_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1420 |     int \u001b[01;35m\u001b[Kit_tb_res\u001b[m\u001b[K = cv::createTrackbar(it_trackbar_name, window_name, &it_trackbar_value, 1000);\n",
            "      |         \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1424:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Klr_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1424 |     int \u001b[01;35m\u001b[Klr_tb_res\u001b[m\u001b[K = cv::createTrackbar(lr_trackbar_name, window_name, &lr_trackbar_value, 20);\n",
            "      |         \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1428:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kcl_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1428 |     int \u001b[01;35m\u001b[Kcl_tb_res\u001b[m\u001b[K = cv::createTrackbar(cl_trackbar_name, window_name, &cl_trackbar_value, classes-1);\n",
            "      |         \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/image_opencv.cpp:1431:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbo_tb_res\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1431 |     int \u001b[01;35m\u001b[Kbo_tb_res\u001b[m\u001b[K = cv::createTrackbar(bo_trackbar_name, window_name, boxonly, 1);\n",
            "      |         \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "g++ -std=c++11 -std=c++11 -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/http_stream.cpp -o obj/http_stream.o\n",
            "\u001b[01m\u001b[K./src/http_stream.cpp:\u001b[m\u001b[K In member function ‘\u001b[01m\u001b[Kbool JSON_sender::write(const char*)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/http_stream.cpp:253:21:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kn\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  253 |                 int \u001b[01;35m\u001b[Kn\u001b[m\u001b[K = _write(client, outputbuf, outlen);\n",
            "      |                     \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/http_stream.cpp:\u001b[m\u001b[K In member function ‘\u001b[01m\u001b[Kbool MJPG_sender::write(const cv::Mat&)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/http_stream.cpp:511:95:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%zu\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  511 |                 sprintf(head, \"--mjpegstream\\r\\nContent-Type: image/jpeg\\r\\nContent-Length: \u001b[01;35m\u001b[K%zu\u001b[m\u001b[K\\r\\n\\r\\n\", \u001b[32m\u001b[Koutlen\u001b[m\u001b[K);\n",
            "      |                                                                                             \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K           \u001b[32m\u001b[K~~~~~~\u001b[m\u001b[K\n",
            "      |                                                                                               \u001b[01;35m\u001b[K|\u001b[m\u001b[K           \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                                               \u001b[01;35m\u001b[K|\u001b[m\u001b[K           \u001b[32m\u001b[Kint\u001b[m\u001b[K\n",
            "      |                                                                                               \u001b[01;35m\u001b[Klong unsigned int\u001b[m\u001b[K\n",
            "      |                                                                                             \u001b[32m\u001b[K%u\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/http_stream.cpp:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid set_track_id(detection*, int, float, float, float, int, int, int)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/http_stream.cpp:867:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison of integer expressions of different signedness: ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’ and ‘\u001b[01m\u001b[Kstd::vector<detection_t>::size_type\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wsign-compare\u0007-Wsign-compare\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  867 |         for (int i = 0; \u001b[01;35m\u001b[Ki < v.size()\u001b[m\u001b[K; ++i) {\n",
            "      |                         \u001b[01;35m\u001b[K~~^~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/http_stream.cpp:875:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison of integer expressions of different signedness: ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’ and ‘\u001b[01m\u001b[Kstd::vector<detection_t>::size_type\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wsign-compare\u0007-Wsign-compare\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  875 |     for (int old_id = 0; \u001b[01;35m\u001b[Kold_id < old_dets.size()\u001b[m\u001b[K; ++old_id) {\n",
            "      |                          \u001b[01;35m\u001b[K~~~~~~~^~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/http_stream.cpp:894:31:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison of integer expressions of different signedness: ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’ and ‘\u001b[01m\u001b[Kstd::vector<detection_t>::size_type\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wsign-compare\u0007-Wsign-compare\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  894 |     for (int index = 0; \u001b[01;35m\u001b[Kindex < new_dets_num*old_dets.size()\u001b[m\u001b[K; ++index) {\n",
            "      |                         \u001b[01;35m\u001b[K~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/http_stream.cpp:930:28:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison of integer expressions of different signedness: ‘\u001b[01m\u001b[Kstd::deque<std::vector<detection_t> >::size_type\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} and ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wsign-compare\u0007-Wsign-compare\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  930 |     if (\u001b[01;35m\u001b[Kold_dets_dq.size() > deque_size\u001b[m\u001b[K) old_dets_dq.pop_front();\n",
            "      |         \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/gemm.c -o obj/gemm.o\n",
            "\u001b[01m\u001b[K./src/gemm.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kconvolution_2d\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/gemm.c:2044:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kout_w\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 2044 |     const int \u001b[01;35m\u001b[Kout_w\u001b[m\u001b[K = (w + 2 * pad - ksize) / stride + 1;    // output_width=input_width for stride=1 and pad=1\n",
            "      |               \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/gemm.c:2043:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kout_h\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 2043 |     const int \u001b[01;35m\u001b[Kout_h\u001b[m\u001b[K = (h + 2 * pad - ksize) / stride + 1;    // output_height=input_height for stride=1 and pad=1\n",
            "      |               \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/utils.c -o obj/utils.o\n",
            "\u001b[01m\u001b[K./src/utils.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kcustom_hash\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/utils.c:1082:12:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Ksuggest parentheses around assignment used as truth value [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wparentheses\u0007-Wparentheses\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1082 |     while (\u001b[01;35m\u001b[Kc\u001b[m\u001b[K = *str++)\n",
            "      |            \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/include/string.h:535\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:14\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/utils.h:3\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/utils.c:4\u001b[m\u001b[K:\n",
            "In function ‘\u001b[01m\u001b[Kstrncpy\u001b[m\u001b[K’,\n",
            "    inlined from ‘\u001b[01m\u001b[Kcopy_string\u001b[m\u001b[K’ at \u001b[01m\u001b[K./src/utils.c:552:5\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/include/x86_64-linux-gnu/bits/string_fortified.h:95:10:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[K__builtin_strncpy\u001b[m\u001b[K’ specified bound depends on the length of the source argument [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wstringop-truncation\u0007-Wstringop-truncation\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "   95 |   return \u001b[01;35m\u001b[K__builtin___strncpy_chk (__dest, __src, __len,\u001b[m\u001b[K\n",
            "      |          \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "   96 | \u001b[01;35m\u001b[K                                  __glibc_objsize (__dest))\u001b[m\u001b[K;\n",
            "      |                                   \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/utils.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kcopy_string\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/utils.c:552:22:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Klength computed here\n",
            "  552 |     strncpy(copy, s, \u001b[01;36m\u001b[Kstrlen(s)\u001b[m\u001b[K+1);\n",
            "      |                      \u001b[01;36m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/dark_cuda.c -o obj/dark_cuda.o\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kcudnn_check_error_extended\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:230:20:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between ‘\u001b[01m\u001b[KcudaError_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Kenum cudaError\u001b[m\u001b[K’} and ‘\u001b[01m\u001b[Kenum <anonymous>\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wenum-compare\u0007-Wenum-compare\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  230 |         if (status \u001b[01;35m\u001b[K!=\u001b[m\u001b[K CUDNN_STATUS_SUCCESS)\n",
            "      |                    \u001b[01;35m\u001b[K^~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kcublas_check_error_extended\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:264:18:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kcomparison between ‘\u001b[01m\u001b[KcudaError_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Kenum cudaError\u001b[m\u001b[K’} and ‘\u001b[01m\u001b[Kenum cudaError_enum\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wenum-compare\u0007-Wenum-compare\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  264 |       if (status \u001b[01;35m\u001b[K!=\u001b[m\u001b[K CUDA_SUCCESS)\n",
            "      |                  \u001b[01;35m\u001b[K^~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kpre_allocate_pinned_memory\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:395:40:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%u\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kunsigned int\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  395 |         printf(\"pre_allocate: size = \u001b[01;35m\u001b[K%Iu\u001b[m\u001b[K MB, num_of_blocks = %Iu, block_size = %Iu MB \\n\",\n",
            "      |                                      \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K\n",
            "      |                                        \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                        \u001b[01;35m\u001b[Kunsigned int\u001b[m\u001b[K\n",
            "      |                                      \u001b[32m\u001b[K%Ilu\u001b[m\u001b[K\n",
            "  396 |             \u001b[32m\u001b[Ksize / (1024*1024)\u001b[m\u001b[K, num_of_blocks, pinned_block_size / (1024 * 1024));\n",
            "      |             \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K          \n",
            "      |                  \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                  \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:395:64:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%u\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kunsigned int\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  395 |         printf(\"pre_allocate: size = %Iu MB, num_of_blocks = \u001b[01;35m\u001b[K%Iu\u001b[m\u001b[K, block_size = %Iu MB \\n\",\n",
            "      |                                                              \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K\n",
            "      |                                                                \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                \u001b[01;35m\u001b[Kunsigned int\u001b[m\u001b[K\n",
            "      |                                                              \u001b[32m\u001b[K%Ilu\u001b[m\u001b[K\n",
            "  396 |             size / (1024*1024), \u001b[32m\u001b[Knum_of_blocks\u001b[m\u001b[K, pinned_block_size / (1024 * 1024));\n",
            "      |                                 \u001b[32m\u001b[K~~~~~~~~~~~~~\u001b[m\u001b[K                   \n",
            "      |                                 \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                 \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:395:82:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%u\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kunsigned int\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  395 |         printf(\"pre_allocate: size = %Iu MB, num_of_blocks = %Iu, block_size = \u001b[01;35m\u001b[K%Iu\u001b[m\u001b[K MB \\n\",\n",
            "      |                                                                                \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K\n",
            "      |                                                                                  \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                                  \u001b[01;35m\u001b[Kunsigned int\u001b[m\u001b[K\n",
            "      |                                                                                \u001b[32m\u001b[K%Ilu\u001b[m\u001b[K\n",
            "  396 |             size / (1024*1024), num_of_blocks, \u001b[32m\u001b[Kpinned_block_size / (1024 * 1024)\u001b[m\u001b[K);\n",
            "      |                                                \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K  \n",
            "      |                                                                  \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                  \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:405:37:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  405 |                 printf(\" Allocated \u001b[01;35m\u001b[K%d\u001b[m\u001b[K pinned block \\n\", \u001b[32m\u001b[Kpinned_block_size\u001b[m\u001b[K);\n",
            "      |                                    \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                   \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                     \u001b[01;35m\u001b[K|\u001b[m\u001b[K                   \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                     \u001b[01;35m\u001b[Kint\u001b[m\u001b[K                 \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                    \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kcuda_make_array_pinned_preallocated\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:426:43:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  426 |             printf(\"\\n Pinned block_id = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, filled = %f %% \\n\", \u001b[32m\u001b[Kpinned_block_id\u001b[m\u001b[K, filled);\n",
            "      |                                          \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                      \u001b[32m\u001b[K~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                           \u001b[01;35m\u001b[K|\u001b[m\u001b[K                      \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                           \u001b[01;35m\u001b[Kint\u001b[m\u001b[K                    \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                          \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:441:64:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  441 |             printf(\"Try to allocate new pinned memory, size = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K MB \\n\", \u001b[32m\u001b[Ksize / (1024 * 1024)\u001b[m\u001b[K);\n",
            "      |                                                               \u001b[01;35m\u001b[K~^\u001b[m\u001b[K         \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                                                \u001b[01;35m\u001b[K|\u001b[m\u001b[K              \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                \u001b[01;35m\u001b[Kint\u001b[m\u001b[K            \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                               \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:447:63:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  447 |             printf(\"Try to allocate new pinned BLOCK, size = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K MB \\n\", \u001b[32m\u001b[Ksize / (1024 * 1024)\u001b[m\u001b[K);\n",
            "      |                                                              \u001b[01;35m\u001b[K~^\u001b[m\u001b[K         \u001b[32m\u001b[K~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                                               \u001b[01;35m\u001b[K|\u001b[m\u001b[K              \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                               \u001b[01;35m\u001b[Kint\u001b[m\u001b[K            \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                              \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "At top level:\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:287:23:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[KswitchBlasHandle\u001b[m\u001b[K’ defined but not used [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  287 | static cublasHandle_t \u001b[01;35m\u001b[KswitchBlasHandle\u001b[m\u001b[K[16];\n",
            "      |                       \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/dark_cuda.c:286:12:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[KswitchBlasInit\u001b[m\u001b[K’ defined but not used [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  286 | static int \u001b[01;35m\u001b[KswitchBlasInit\u001b[m\u001b[K[16] = { 0 };\n",
            "      |            \u001b[01;35m\u001b[K^~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/convolutional_layer.c -o obj/convolutional_layer.o\n",
            "\u001b[01m\u001b[K./src/convolutional_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_convolutional_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/convolutional_layer.c:1342:32:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kt_intput_size\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1342 |                         size_t \u001b[01;35m\u001b[Kt_intput_size\u001b[m\u001b[K = binary_transpose_align_input(k, n, state.workspace, &l.t_bit_input, ldb_align, l.bit_align);\n",
            "      |                                \u001b[01;35m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/list.c -o obj/list.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/image.c -o obj/image.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/activations.c -o obj/activations.o\n",
            "\u001b[01m\u001b[K./src/activations.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kactivate\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KRELU6\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wswitch\u0007-Wswitch\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "   79 |     \u001b[01;35m\u001b[Kswitch\u001b[m\u001b[K(a){\n",
            "      |     \u001b[01;35m\u001b[K^~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KSWISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wswitch\u0007-Wswitch\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KMISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wswitch\u0007-Wswitch\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KHARD_MISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wswitch\u0007-Wswitch\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KNORM_CHAN\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wswitch\u0007-Wswitch\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KNORM_CHAN_SOFTMAX\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wswitch\u0007-Wswitch\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:79:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KNORM_CHAN_SOFTMAX_MAXVAL\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wswitch\u0007-Wswitch\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kgradient\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/activations.c:310:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KSWISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wswitch\u0007-Wswitch\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  310 |     \u001b[01;35m\u001b[Kswitch\u001b[m\u001b[K(a){\n",
            "      |     \u001b[01;35m\u001b[K^~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/activations.c:310:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KMISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wswitch\u0007-Wswitch\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "\u001b[01m\u001b[K./src/activations.c:310:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KHARD_MISH\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wswitch\u0007-Wswitch\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/im2col.c -o obj/im2col.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/col2im.c -o obj/col2im.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/blas.c -o obj/blas.o\n",
            "\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kbackward_shortcut_multilayer_cpu\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas.c:207:21:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kout_index\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  207 |                 int \u001b[01;35m\u001b[Kout_index\u001b[m\u001b[K = id;\n",
            "      |                     \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfind_sim\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas.c:597:59:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  597 |         printf(\" Error: find_sim(): sim isn't found: i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, j = %d, z = %d \\n\", \u001b[32m\u001b[Ki\u001b[m\u001b[K, j, z);\n",
            "      |                                                          \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                      \u001b[32m\u001b[K~\u001b[m\u001b[K\n",
            "      |                                                           \u001b[01;35m\u001b[K|\u001b[m\u001b[K                      \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                           \u001b[01;35m\u001b[Kint\u001b[m\u001b[K                    \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                          \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:597:67:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  597 |         printf(\" Error: find_sim(): sim isn't found: i = %d, j = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, z = %d \\n\", i, \u001b[32m\u001b[Kj\u001b[m\u001b[K, z);\n",
            "      |                                                                  \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                 \u001b[32m\u001b[K~\u001b[m\u001b[K\n",
            "      |                                                                   \u001b[01;35m\u001b[K|\u001b[m\u001b[K                 \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                   \u001b[01;35m\u001b[Kint\u001b[m\u001b[K               \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                                  \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:597:75:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  597 |         printf(\" Error: find_sim(): sim isn't found: i = %d, j = %d, z = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K \\n\", i, j, \u001b[32m\u001b[Kz\u001b[m\u001b[K);\n",
            "      |                                                                          \u001b[01;35m\u001b[K~^\u001b[m\u001b[K            \u001b[32m\u001b[K~\u001b[m\u001b[K\n",
            "      |                                                                           \u001b[01;35m\u001b[K|\u001b[m\u001b[K            \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                           \u001b[01;35m\u001b[Kint\u001b[m\u001b[K          \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                                          \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfind_P_constrastive\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas.c:611:68:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  611 |         printf(\" Error: find_P_constrastive(): P isn't found: i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, j = %d, z = %d \\n\", \u001b[32m\u001b[Ki\u001b[m\u001b[K, j, z);\n",
            "      |                                                                   \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                      \u001b[32m\u001b[K~\u001b[m\u001b[K\n",
            "      |                                                                    \u001b[01;35m\u001b[K|\u001b[m\u001b[K                      \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                    \u001b[01;35m\u001b[Kint\u001b[m\u001b[K                    \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                                   \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:611:76:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  611 |         printf(\" Error: find_P_constrastive(): P isn't found: i = %d, j = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, z = %d \\n\", i, \u001b[32m\u001b[Kj\u001b[m\u001b[K, z);\n",
            "      |                                                                           \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                 \u001b[32m\u001b[K~\u001b[m\u001b[K\n",
            "      |                                                                            \u001b[01;35m\u001b[K|\u001b[m\u001b[K                 \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                            \u001b[01;35m\u001b[Kint\u001b[m\u001b[K               \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                                           \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:611:84:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  611 |         printf(\" Error: find_P_constrastive(): P isn't found: i = %d, j = %d, z = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K \\n\", i, j, \u001b[32m\u001b[Kz\u001b[m\u001b[K);\n",
            "      |                                                                                   \u001b[01;35m\u001b[K~^\u001b[m\u001b[K            \u001b[32m\u001b[K~\u001b[m\u001b[K\n",
            "      |                                                                                    \u001b[01;35m\u001b[K|\u001b[m\u001b[K            \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                                    \u001b[01;35m\u001b[Kint\u001b[m\u001b[K          \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                                                   \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[KP_constrastive_f\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas.c:651:79:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  651 |         fprintf(stderr, \" Error: in P_constrastive must be i != l, while i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, l = %d \\n\", \u001b[32m\u001b[Ki\u001b[m\u001b[K, l);\n",
            "      |                                                                              \u001b[01;35m\u001b[K~^\u001b[m\u001b[K              \u001b[32m\u001b[K~\u001b[m\u001b[K\n",
            "      |                                                                               \u001b[01;35m\u001b[K|\u001b[m\u001b[K              \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                               \u001b[01;35m\u001b[Kint\u001b[m\u001b[K            \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                                              \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:651:87:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  651 |         fprintf(stderr, \" Error: in P_constrastive must be i != l, while i = %d, l = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K \\n\", i, \u001b[32m\u001b[Kl\u001b[m\u001b[K);\n",
            "      |                                                                                      \u001b[01;35m\u001b[K~^\u001b[m\u001b[K         \u001b[32m\u001b[K~\u001b[m\u001b[K\n",
            "      |                                                                                       \u001b[01;35m\u001b[K|\u001b[m\u001b[K         \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                                       \u001b[01;35m\u001b[Kint\u001b[m\u001b[K       \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                                                      \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[KP_constrastive\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas.c:785:79:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 3 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  785 |         fprintf(stderr, \" Error: in P_constrastive must be i != l, while i = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K, l = %d \\n\", \u001b[32m\u001b[Ki\u001b[m\u001b[K, l);\n",
            "      |                                                                              \u001b[01;35m\u001b[K~^\u001b[m\u001b[K              \u001b[32m\u001b[K~\u001b[m\u001b[K\n",
            "      |                                                                               \u001b[01;35m\u001b[K|\u001b[m\u001b[K              \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                               \u001b[01;35m\u001b[Kint\u001b[m\u001b[K            \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                                              \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/blas.c:785:87:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 4 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  785 |         fprintf(stderr, \" Error: in P_constrastive must be i != l, while i = %d, l = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K \\n\", i, \u001b[32m\u001b[Kl\u001b[m\u001b[K);\n",
            "      |                                                                                      \u001b[01;35m\u001b[K~^\u001b[m\u001b[K         \u001b[32m\u001b[K~\u001b[m\u001b[K\n",
            "      |                                                                                       \u001b[01;35m\u001b[K|\u001b[m\u001b[K         \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                                       \u001b[01;35m\u001b[Kint\u001b[m\u001b[K       \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                                                      \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/crop_layer.c -o obj/crop_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/dropout_layer.c -o obj/dropout_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/maxpool_layer.c -o obj/maxpool_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/softmax_layer.c -o obj/softmax_layer.o\n",
            "\u001b[01m\u001b[K./src/softmax_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_contrastive_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/softmax_layer.c:203:101:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 9 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  203 |     fprintf(stderr, \"contrastive %4d x%4d x%4d x emb_size %4d x batch: %4d  classes = %4d, step = \u001b[01;35m\u001b[K%4d\u001b[m\u001b[K \\n\", w, h, l.n, l.embedding_size, batch, l.classes, \u001b[32m\u001b[Kstep\u001b[m\u001b[K);\n",
            "      |                                                                                                   \u001b[01;35m\u001b[K~~^\u001b[m\u001b[K                                                     \u001b[32m\u001b[K~~~~\u001b[m\u001b[K\n",
            "      |                                                                                                     \u001b[01;35m\u001b[K|\u001b[m\u001b[K                                                     \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                                                     \u001b[01;35m\u001b[Kint\u001b[m\u001b[K                                                   \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                                                                   \u001b[32m\u001b[K%4ld\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/softmax_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_contrastive_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/softmax_layer.c:244:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kmax_truth\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-but-set-variable\u0007-Wunused-but-set-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  244 |                     float \u001b[01;35m\u001b[Kmax_truth\u001b[m\u001b[K = 0;\n",
            "      |                           \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/softmax_layer.c:423:71:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat ‘\u001b[01m\u001b[K%d\u001b[m\u001b[K’ expects argument of type ‘\u001b[01m\u001b[Kint\u001b[m\u001b[K’, but argument 2 has type ‘\u001b[01m\u001b[Ksize_t\u001b[m\u001b[K’ {aka ‘\u001b[01m\u001b[Klong unsigned int\u001b[m\u001b[K’} [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat=\u0007-Wformat=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  423 |             printf(\" Error: too large number of bboxes: contr_size = \u001b[01;35m\u001b[K%d\u001b[m\u001b[K > max_contr_size  = %d \\n\", \u001b[32m\u001b[Kcontr_size\u001b[m\u001b[K, max_contr_size);\n",
            "      |                                                                      \u001b[01;35m\u001b[K~^\u001b[m\u001b[K                             \u001b[32m\u001b[K~~~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                                                       \u001b[01;35m\u001b[K|\u001b[m\u001b[K                             \u001b[32m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                                                       \u001b[01;35m\u001b[Kint\u001b[m\u001b[K                           \u001b[32m\u001b[Ksize_t {aka long unsigned int}\u001b[m\u001b[K\n",
            "      |                                                                      \u001b[32m\u001b[K%ld\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/data.c -o obj/data.o\n",
            "\u001b[01m\u001b[K./src/data.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kload_data_detection\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/data.c:1297:24:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kx\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1297 |                 int k, \u001b[01;35m\u001b[Kx\u001b[m\u001b[K, y;\n",
            "      |                        \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/data.c:1090:43:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kr_scale\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-but-set-variable\u0007-Wunused-but-set-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1090 |     float r1 = 0, r2 = 0, r3 = 0, r4 = 0, \u001b[01;35m\u001b[Kr_scale\u001b[m\u001b[K = 0;\n",
            "      |                                           \u001b[01;35m\u001b[K^~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/data.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfill_truth_detection\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/data.c:440:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[K%s\u001b[m\u001b[K’ directive writing up to 4095 bytes into a region of size 251 [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat-overflow=\u0007-Wformat-overflow=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  440 |             sprintf(buff, \"echo \u001b[01;35m\u001b[K%s\u001b[m\u001b[K \\\"Wrong annotation: w = %f\\\" >> bad_label.list\", \u001b[32m\u001b[Klabelpath\u001b[m\u001b[K, w);\n",
            "      |                                 \u001b[01;35m\u001b[K^~\u001b[m\u001b[K                                                  \u001b[32m\u001b[K~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/data.c:440:27:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kassuming directive output of 8 bytes\n",
            "  440 |             sprintf(buff, \u001b[01;36m\u001b[K\"echo %s \\\"Wrong annotation: w = %f\\\" >> bad_label.list\"\u001b[m\u001b[K, labelpath, w);\n",
            "      |                           \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/include/stdio.h:894\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:13\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/data.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/data.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/include/x86_64-linux-gnu/bits/stdio2.h:38:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K‘\u001b[01m\u001b[K__builtin___sprintf_chk\u001b[m\u001b[K’ output between 52 and 4461 bytes into a destination of size 256\n",
            "   38 |   return \u001b[01;36m\u001b[K__builtin___sprintf_chk (__s, __USE_FORTIFY_LEVEL - 1,\u001b[m\u001b[K\n",
            "      |          \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "   39 | \u001b[01;36m\u001b[K                                  __glibc_objsize (__s), __fmt,\u001b[m\u001b[K\n",
            "      |                                   \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "   40 | \u001b[01;36m\u001b[K                                  __va_arg_pack ())\u001b[m\u001b[K;\n",
            "      |                                   \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/data.c:447:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[K%s\u001b[m\u001b[K’ directive writing up to 4095 bytes into a region of size 251 [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat-overflow=\u0007-Wformat-overflow=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  447 |             sprintf(buff, \"echo \u001b[01;35m\u001b[K%s\u001b[m\u001b[K \\\"Wrong annotation: h = %f\\\" >> bad_label.list\", \u001b[32m\u001b[Klabelpath\u001b[m\u001b[K, h);\n",
            "      |                                 \u001b[01;35m\u001b[K^~\u001b[m\u001b[K                                                  \u001b[32m\u001b[K~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/data.c:447:27:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kassuming directive output of 8 bytes\n",
            "  447 |             sprintf(buff, \u001b[01;36m\u001b[K\"echo %s \\\"Wrong annotation: h = %f\\\" >> bad_label.list\"\u001b[m\u001b[K, labelpath, h);\n",
            "      |                           \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/include/stdio.h:894\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:13\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/data.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/data.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/include/x86_64-linux-gnu/bits/stdio2.h:38:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K‘\u001b[01m\u001b[K__builtin___sprintf_chk\u001b[m\u001b[K’ output between 52 and 4461 bytes into a destination of size 256\n",
            "   38 |   return \u001b[01;36m\u001b[K__builtin___sprintf_chk (__s, __USE_FORTIFY_LEVEL - 1,\u001b[m\u001b[K\n",
            "      |          \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "   39 | \u001b[01;36m\u001b[K                                  __glibc_objsize (__s), __fmt,\u001b[m\u001b[K\n",
            "      |                                   \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "   40 | \u001b[01;36m\u001b[K                                  __va_arg_pack ())\u001b[m\u001b[K;\n",
            "      |                                   \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/data.c:432:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[K%s\u001b[m\u001b[K’ directive writing up to 4095 bytes into a region of size 251 [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat-overflow=\u0007-Wformat-overflow=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  432 |             sprintf(buff, \"echo \u001b[01;35m\u001b[K%s\u001b[m\u001b[K \\\"Wrong annotation: x = %f, y = %f\\\" >> bad_label.list\", \u001b[32m\u001b[Klabelpath\u001b[m\u001b[K, x, y);\n",
            "      |                                 \u001b[01;35m\u001b[K^~\u001b[m\u001b[K                                                          \u001b[32m\u001b[K~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/data.c:432:27:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kassuming directive output of 8 bytes\n",
            "  432 |             sprintf(buff, \u001b[01;36m\u001b[K\"echo %s \\\"Wrong annotation: x = %f, y = %f\\\" >> bad_label.list\"\u001b[m\u001b[K, labelpath, x, y);\n",
            "      |                           \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/data.c:432:27:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kassuming directive output of 8 bytes\n",
            "In file included from \u001b[01m\u001b[K/usr/include/stdio.h:894\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:13\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/data.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/data.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/include/x86_64-linux-gnu/bits/stdio2.h:38:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K‘\u001b[01m\u001b[K__builtin___sprintf_chk\u001b[m\u001b[K’ output between 61 and 4784 bytes into a destination of size 256\n",
            "   38 |   return \u001b[01;36m\u001b[K__builtin___sprintf_chk (__s, __USE_FORTIFY_LEVEL - 1,\u001b[m\u001b[K\n",
            "      |          \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "   39 | \u001b[01;36m\u001b[K                                  __glibc_objsize (__s), __fmt,\u001b[m\u001b[K\n",
            "      |                                   \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "   40 | \u001b[01;36m\u001b[K                                  __va_arg_pack ())\u001b[m\u001b[K;\n",
            "      |                                   \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/data.c:424:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[K%s\u001b[m\u001b[K’ directive writing up to 4095 bytes into a region of size 251 [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat-overflow=\u0007-Wformat-overflow=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  424 |             sprintf(buff, \"echo \u001b[01;35m\u001b[K%s\u001b[m\u001b[K \\\"Wrong annotation: x = 0 or y = 0\\\" >> bad_label.list\", \u001b[32m\u001b[Klabelpath\u001b[m\u001b[K);\n",
            "      |                                 \u001b[01;35m\u001b[K^~\u001b[m\u001b[K                                                          \u001b[32m\u001b[K~~~~~~~~~\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/include/stdio.h:894\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:13\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/data.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/data.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/include/x86_64-linux-gnu/bits/stdio2.h:38:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K‘\u001b[01m\u001b[K__builtin___sprintf_chk\u001b[m\u001b[K’ output between 59 and 4154 bytes into a destination of size 256\n",
            "   38 |   return \u001b[01;36m\u001b[K__builtin___sprintf_chk (__s, __USE_FORTIFY_LEVEL - 1,\u001b[m\u001b[K\n",
            "      |          \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "   39 | \u001b[01;36m\u001b[K                                  __glibc_objsize (__s), __fmt,\u001b[m\u001b[K\n",
            "      |                                   \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "   40 | \u001b[01;36m\u001b[K                                  __va_arg_pack ())\u001b[m\u001b[K;\n",
            "      |                                   \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/data.c:410:33:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[K‘\u001b[01m\u001b[K%s\u001b[m\u001b[K’ directive writing up to 4095 bytes into a region of size 251 [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wformat-overflow=\u0007-Wformat-overflow=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  410 |             sprintf(buff, \"echo \u001b[01;35m\u001b[K%s\u001b[m\u001b[K \\\"Wrong annotation: class_id = %d. But class_id should be [from 0 to %d]\\\" >> bad_label.list\", \u001b[32m\u001b[Klabelpath\u001b[m\u001b[K, id, (classes-1));\n",
            "      |                                 \u001b[01;35m\u001b[K^~\u001b[m\u001b[K                                                                                                \u001b[32m\u001b[K~~~~~~~~~\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/include/stdio.h:894\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:13\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/data.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/data.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/include/x86_64-linux-gnu/bits/stdio2.h:38:10:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[K‘\u001b[01m\u001b[K__builtin___sprintf_chk\u001b[m\u001b[K’ output between 95 and 4210 bytes into a destination of size 256\n",
            "   38 |   return \u001b[01;36m\u001b[K__builtin___sprintf_chk (__s, __USE_FORTIFY_LEVEL - 1,\u001b[m\u001b[K\n",
            "      |          \u001b[01;36m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "   39 | \u001b[01;36m\u001b[K                                  __glibc_objsize (__s), __fmt,\u001b[m\u001b[K\n",
            "      |                                   \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "   40 | \u001b[01;36m\u001b[K                                  __va_arg_pack ())\u001b[m\u001b[K;\n",
            "      |                                   \u001b[01;36m\u001b[K~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/matrix.c -o obj/matrix.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/network.c -o obj/network.o\n",
            "\u001b[01m\u001b[K./src/network.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Ktrain_network_waitkey\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/network.c:435:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kema_period\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  435 |         int \u001b[01;35m\u001b[Kema_period\u001b[m\u001b[K = (net.max_batches - ema_start_point - 1000) * (1.0 - net.ema_alpha);\n",
            "      |             \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/network.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_network\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/network.c:660:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wincompatible-pointer-types\u0007-Wincompatible-pointer-types\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  660 |         if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&net->input_pinned_cpu\u001b[m\u001b[K, size * sizeof(float), cudaHostRegisterMapped))\n",
            "      |                                          \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                          \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                          \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/network.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n",
            "      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/connected_layer.c -o obj/connected_layer.o\n",
            "\u001b[01m\u001b[K./src/connected_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_connected_layer_gpu\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/connected_layer.c:346:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kone\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  346 |     float \u001b[01;35m\u001b[Kone\u001b[m\u001b[K = 1;    // alpha[0], beta[0]\n",
            "      |           \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/connected_layer.c:344:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kc\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  344 |     float * \u001b[01;35m\u001b[Kc\u001b[m\u001b[K = l.output_gpu;\n",
            "      |             \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/connected_layer.c:343:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kb\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  343 |     float * \u001b[01;35m\u001b[Kb\u001b[m\u001b[K = l.weights_gpu;\n",
            "      |             \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/connected_layer.c:342:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ka\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  342 |     float * \u001b[01;35m\u001b[Ka\u001b[m\u001b[K = state.input;\n",
            "      |             \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/connected_layer.c:341:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kn\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  341 |     int \u001b[01;35m\u001b[Kn\u001b[m\u001b[K = l.outputs;\n",
            "      |         \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/connected_layer.c:340:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kk\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  340 |     int \u001b[01;35m\u001b[Kk\u001b[m\u001b[K = l.inputs;\n",
            "      |         \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/connected_layer.c:339:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Km\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  339 |     int \u001b[01;35m\u001b[Km\u001b[m\u001b[K = l.batch;\n",
            "      |         \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/cost_layer.c -o obj/cost_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/parser.c -o obj/parser.o\n",
            "\u001b[01m\u001b[K./src/parser.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kparse_network_cfg_custom\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/parser.c:1777:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wincompatible-pointer-types\u0007-Wincompatible-pointer-types\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1777 |         if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&net.input_pinned_cpu\u001b[m\u001b[K, size * sizeof(float), cudaHostRegisterMapped)) net.input_pinned_cpu_flag = 1;\n",
            "      |                                          \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                          \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                          \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/activation_layer.h:4\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/parser.c:6\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n",
            "      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/parser.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Ksave_implicit_weights\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/parser.c:1909:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ki\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1909 |     int \u001b[01;35m\u001b[Ki\u001b[m\u001b[K;\n",
            "      |         \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/parser.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kget_classes_multipliers\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/parser.c:438:40:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kargument 1 range [18446744071562067968, 18446744073709551615] exceeds maximum object size 9223372036854775807 [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Walloc-size-larger-than=\u0007-Walloc-size-larger-than=\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  438 |         classes_multipliers = (float *)\u001b[01;35m\u001b[Kcalloc(classes_counters, sizeof(float))\u001b[m\u001b[K;\n",
            "      |                                        \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K./src/parser.c:3\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/include/stdlib.h:543:14:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kin a call to allocation function ‘\u001b[01m\u001b[Kcalloc\u001b[m\u001b[K’ declared here\n",
            "  543 | extern void *\u001b[01;36m\u001b[Kcalloc\u001b[m\u001b[K (size_t __nmemb, size_t __size)\n",
            "      |              \u001b[01;36m\u001b[K^~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/option_list.c -o obj/option_list.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/darknet.c -o obj/darknet.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/detection_layer.c -o obj/detection_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/captcha.c -o obj/captcha.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/route_layer.c -o obj/route_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/writing.c -o obj/writing.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/box.c -o obj/box.o\n",
            "\u001b[01m\u001b[K./src/box.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kbox_iou_kind\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/box.c:154:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kenumeration value ‘\u001b[01m\u001b[KMSE\u001b[m\u001b[K’ not handled in switch [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wswitch\u0007-Wswitch\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  154 |     \u001b[01;35m\u001b[Kswitch\u001b[m\u001b[K(iou_kind) {\n",
            "      |     \u001b[01;35m\u001b[K^~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/box.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kdiounms_sort\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/box.c:898:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbeta_prob\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  898 |                     float \u001b[01;35m\u001b[Kbeta_prob\u001b[m\u001b[K = pow(dets[j].prob[k], 2) / sum_prob;\n",
            "      |                           \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/box.c:897:27:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kalpha_prob\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  897 |                     float \u001b[01;35m\u001b[Kalpha_prob\u001b[m\u001b[K = pow(dets[i].prob[k], 2) / sum_prob;\n",
            "      |                           \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/nightmare.c -o obj/nightmare.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/normalization_layer.c -o obj/normalization_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/avgpool_layer.c -o obj/avgpool_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/coco.c -o obj/coco.o\n",
            "\u001b[01m\u001b[K./src/coco.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvalidate_coco_recall\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/coco.c:248:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kbase\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  248 |     char *\u001b[01;35m\u001b[Kbase\u001b[m\u001b[K = \"results/comp4_det_test_\";\n",
            "      |           \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/dice.c -o obj/dice.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/yolo.c -o obj/yolo.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/detector.c -o obj/detector.o\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Ktrain_detector\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:395:72:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Ksuggest parentheses around ‘\u001b[01m\u001b[K&&\u001b[m\u001b[K’ within ‘\u001b[01m\u001b[K||\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wparentheses\u0007-Wparentheses\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  395 |             \u001b[01;35m\u001b[K(iteration >= (iter_save + 1000) || iteration % 1000 == 0) && net.max_batches < 10000\u001b[m\u001b[K)\n",
            "      |             \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Keliminate_bdd\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:588:21:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kstatement with no effect [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-value\u0007-Wunused-value\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  588 |                     \u001b[01;35m\u001b[Kfor\u001b[m\u001b[K (k; buf[k + n] != '\\0'; k++)\n",
            "      |                     \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvalidate_detector\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:709:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kmkd2\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  709 |         int \u001b[01;35m\u001b[Kmkd2\u001b[m\u001b[K = make_directory(buff2, 0777);\n",
            "      |             \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:707:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kmkd\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  707 |         int \u001b[01;35m\u001b[Kmkd\u001b[m\u001b[K = make_directory(buff, 0777);\n",
            "      |             \u001b[01;35m\u001b[K^~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvalidate_detector_map\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:1326:24:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kcur_prob\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-but-set-variable\u0007-Wunused-but-set-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1326 |                 double \u001b[01;35m\u001b[Kcur_prob\u001b[m\u001b[K = 0;\n",
            "      |                        \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:1347:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kclass_recall\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1347 |         float \u001b[01;35m\u001b[Kclass_recall\u001b[m\u001b[K = (float)tp_for_thresh_per_class[i] / ((float)tp_for_thresh_per_class[i] + (float)(truth_classes_count[i] - tp_for_thresh_per_class[i]));\n",
            "      |               \u001b[01;35m\u001b[K^~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:1346:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kclass_precision\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1346 |         float \u001b[01;35m\u001b[Kclass_precision\u001b[m\u001b[K = (float)tp_for_thresh_per_class[i] / ((float)tp_for_thresh_per_class[i] + (float)fp_for_thresh_per_class[i]);\n",
            "      |               \u001b[01;35m\u001b[K^~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/detector.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kdraw_object\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/detector.c:1890:19:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kinv_loss\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1890 |             float \u001b[01;35m\u001b[Kinv_loss\u001b[m\u001b[K = 1.0 / max_val_cmp(0.01, avg_loss);\n",
            "      |                   \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/layer.c -o obj/layer.o\n",
            "\u001b[01m\u001b[K./src/layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfree_layer_custom\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/layer.c:208:68:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Ksuggest parentheses around ‘\u001b[01m\u001b[K&&\u001b[m\u001b[K’ within ‘\u001b[01m\u001b[K||\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wparentheses\u0007-Wparentheses\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  208 |     if (l.delta_gpu && (l.optimized_memory < 1 || \u001b[01;35m\u001b[Kl.keep_delta_gpu && l.optimized_memory < 3\u001b[m\u001b[K)) cuda_free(l.delta_gpu), l.delta_gpu = NULL;\n",
            "      |                                                   \u001b[01;35m\u001b[K~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/compare.c -o obj/compare.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/classifier.c -o obj/classifier.o\n",
            "\u001b[01m\u001b[K./src/classifier.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Ktrain_classifier\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/classifier.c:146:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kcount\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  146 |     int \u001b[01;35m\u001b[Kcount\u001b[m\u001b[K = 0;\n",
            "      |         \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/classifier.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kpredict_classifier\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/classifier.c:855:13:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktime\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  855 |     clock_t \u001b[01;35m\u001b[Ktime\u001b[m\u001b[K;\n",
            "      |             \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/classifier.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kdemo_classifier\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/classifier.c:1287:49:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktval_result\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1287 |         struct timeval tval_before, tval_after, \u001b[01;35m\u001b[Ktval_result\u001b[m\u001b[K;\n",
            "      |                                                 \u001b[01;35m\u001b[K^~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/classifier.c:1287:37:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktval_after\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1287 |         struct timeval tval_before, \u001b[01;35m\u001b[Ktval_after\u001b[m\u001b[K, tval_result;\n",
            "      |                                     \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/local_layer.c -o obj/local_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/swag.c -o obj/swag.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/shortcut_layer.c -o obj/shortcut_layer.o\n",
            "\u001b[01m\u001b[K./src/shortcut_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_shortcut_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/shortcut_layer.c:55:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kscale\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "   55 |         float \u001b[01;35m\u001b[Kscale\u001b[m\u001b[K = sqrt(2. / l.nweights);\n",
            "      |               \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/representation_layer.c -o obj/representation_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/activation_layer.c -o obj/activation_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/rnn_layer.c -o obj/rnn_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/gru_layer.c -o obj/gru_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/rnn.c -o obj/rnn.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/rnn_vid.c -o obj/rnn_vid.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/crnn_layer.c -o obj/crnn_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/demo.c -o obj/demo.o\n",
            "\u001b[01m\u001b[K./src/demo.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kdetect_in_thread\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/demo.c:101:15:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kl\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  101 |         layer \u001b[01;35m\u001b[Kl\u001b[m\u001b[K = net.layers[net.n - 1];\n",
            "      |               \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/tag.c -o obj/tag.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/cifar.c -o obj/cifar.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/go.c -o obj/go.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/batchnorm_layer.c -o obj/batchnorm_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/art.c -o obj/art.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/region_layer.c -o obj/region_layer.o\n",
            "\u001b[01m\u001b[K./src/region_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_region_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/region_layer.c:63:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kold_h\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "   63 |     int \u001b[01;35m\u001b[Kold_h\u001b[m\u001b[K = l->h;\n",
            "      |         \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/region_layer.c:62:9:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kold_w\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "   62 |     int \u001b[01;35m\u001b[Kold_w\u001b[m\u001b[K = l->w;\n",
            "      |         \u001b[01;35m\u001b[K^~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/reorg_layer.c -o obj/reorg_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/reorg_old_layer.c -o obj/reorg_old_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/super.c -o obj/super.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/voxel.c -o obj/voxel.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/tree.c -o obj/tree.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/yolo_layer.c -o obj/yolo_layer.o\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_yolo_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:68:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wincompatible-pointer-types\u0007-Wincompatible-pointer-types\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "   68 |     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&l.output\u001b[m\u001b[K, batch*l.outputs*sizeof(float), cudaHostRegisterMapped)) l.output_pinned = 1;\n",
            "      |                                      \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                      \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                      \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/layer.h:4\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n",
            "      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:75:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wincompatible-pointer-types\u0007-Wincompatible-pointer-types\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "   75 |     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&l.delta\u001b[m\u001b[K, batch*l.outputs*sizeof(float), cudaHostRegisterMapped)) l.delta_pinned = 1;\n",
            "      |                                      \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "      |                                      \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                      \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/layer.h:4\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n",
            "      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_yolo_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:106:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wincompatible-pointer-types\u0007-Wincompatible-pointer-types\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  106 |         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&l->output\u001b[m\u001b[K, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n",
            "      |                                          \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                          \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                          \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/layer.h:4\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n",
            "      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:115:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wincompatible-pointer-types\u0007-Wincompatible-pointer-types\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  115 |         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&l->delta\u001b[m\u001b[K, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n",
            "      |                                          \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                          \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                          \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/activations.h:3\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/layer.h:4\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/yolo_layer.c:1\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n",
            "      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kprocess_batch\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:426:25:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kbest_match_t\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-but-set-variable\u0007-Wunused-but-set-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  426 |                     int \u001b[01;35m\u001b[Kbest_match_t\u001b[m\u001b[K = 0;\n",
            "      |                         \u001b[01;35m\u001b[K^~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kforward_yolo_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:707:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kavg_anyobj\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  707 |     float \u001b[01;35m\u001b[Kavg_anyobj\u001b[m\u001b[K = 0;\n",
            "      |           \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:706:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kavg_obj\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  706 |     float \u001b[01;35m\u001b[Kavg_obj\u001b[m\u001b[K = 0;\n",
            "      |           \u001b[01;35m\u001b[K^~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:705:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kavg_cat\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  705 |     float \u001b[01;35m\u001b[Kavg_cat\u001b[m\u001b[K = 0;\n",
            "      |           \u001b[01;35m\u001b[K^~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:704:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Krecall75\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  704 |     float \u001b[01;35m\u001b[Krecall75\u001b[m\u001b[K = 0;\n",
            "      |           \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:703:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Krecall\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  703 |     float \u001b[01;35m\u001b[Krecall\u001b[m\u001b[K = 0;\n",
            "      |           \u001b[01;35m\u001b[K^~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:702:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_ciou_loss\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  702 |     float \u001b[01;35m\u001b[Ktot_ciou_loss\u001b[m\u001b[K = 0;\n",
            "      |           \u001b[01;35m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:701:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_diou_loss\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  701 |     float \u001b[01;35m\u001b[Ktot_diou_loss\u001b[m\u001b[K = 0;\n",
            "      |           \u001b[01;35m\u001b[K^~~~~~~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:698:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_ciou\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  698 |     float \u001b[01;35m\u001b[Ktot_ciou\u001b[m\u001b[K = 0;\n",
            "      |           \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:697:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_diou\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  697 |     float \u001b[01;35m\u001b[Ktot_diou\u001b[m\u001b[K = 0;\n",
            "      |           \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:696:11:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Ktot_giou\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  696 |     float \u001b[01;35m\u001b[Ktot_giou\u001b[m\u001b[K = 0;\n",
            "      |           \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/yolo_layer.c:668:12:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kunused variable ‘\u001b[01m\u001b[Kn\u001b[m\u001b[K’ [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-variable\u0007-Wunused-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  668 |     int b, \u001b[01;35m\u001b[Kn\u001b[m\u001b[K;\n",
            "      |            \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/gaussian_yolo_layer.c -o obj/gaussian_yolo_layer.o\n",
            "\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kmake_gaussian_yolo_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:72:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wincompatible-pointer-types\u0007-Wincompatible-pointer-types\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "   72 |     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&l.output\u001b[m\u001b[K, batch*l.outputs * sizeof(float), cudaHostRegisterMapped)) l.output_pinned = 1;\n",
            "      |                                      \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                      \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                      \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.c:7\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n",
            "      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:79:38:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wincompatible-pointer-types\u0007-Wincompatible-pointer-types\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "   79 |     if (cudaSuccess == cudaHostAlloc(\u001b[01;35m\u001b[K&l.delta\u001b[m\u001b[K, batch*l.outputs * sizeof(float), cudaHostRegisterMapped)) l.delta_pinned = 1;\n",
            "      |                                      \u001b[01;35m\u001b[K^~~~~~~~\u001b[m\u001b[K\n",
            "      |                                      \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                      \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.c:7\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n",
            "      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kresize_gaussian_yolo_layer\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:111:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wincompatible-pointer-types\u0007-Wincompatible-pointer-types\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  111 |         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&l->output\u001b[m\u001b[K, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n",
            "      |                                          \u001b[01;35m\u001b[K^~~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                          \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                          \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.c:7\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n",
            "      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n",
            "\u001b[01m\u001b[K./src/gaussian_yolo_layer.c:120:42:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kpassing argument 1 of ‘\u001b[01m\u001b[KcudaHostAlloc\u001b[m\u001b[K’ from incompatible pointer type [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wincompatible-pointer-types\u0007-Wincompatible-pointer-types\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  120 |         if (cudaSuccess != cudaHostAlloc(\u001b[01;35m\u001b[K&l->delta\u001b[m\u001b[K, l->batch*l->outputs * sizeof(float), cudaHostRegisterMapped)) {\n",
            "      |                                          \u001b[01;35m\u001b[K^~~~~~~~~\u001b[m\u001b[K\n",
            "      |                                          \u001b[01;35m\u001b[K|\u001b[m\u001b[K\n",
            "      |                                          \u001b[01;35m\u001b[Kfloat **\u001b[m\u001b[K\n",
            "In file included from \u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime.h:96\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[Kinclude/darknet.h:41\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.h:5\u001b[m\u001b[K,\n",
            "                 from \u001b[01m\u001b[K./src/gaussian_yolo_layer.c:7\u001b[m\u001b[K:\n",
            "\u001b[01m\u001b[K/usr/local/cuda/include/cuda_runtime_api.h:5202:60:\u001b[m\u001b[K \u001b[01;36m\u001b[Knote: \u001b[m\u001b[Kexpected ‘\u001b[01m\u001b[Kvoid **\u001b[m\u001b[K’ but argument is of type ‘\u001b[01m\u001b[Kfloat **\u001b[m\u001b[K’\n",
            " 5202 | extern __host__ cudaError_t CUDARTAPI cudaHostAlloc(\u001b[01;36m\u001b[Kvoid **pHost\u001b[m\u001b[K, size_t size, unsigned int flags);\n",
            "      |                                                     \u001b[01;36m\u001b[K~~~~~~~^~~~~\u001b[m\u001b[K\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/upsample_layer.c -o obj/upsample_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/lstm_layer.c -o obj/lstm_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/conv_lstm_layer.c -o obj/conv_lstm_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/scale_channels_layer.c -o obj/scale_channels_layer.o\n",
            "gcc -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include -c ./src/sam_layer.c -o obj/sam_layer.o\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/convolutional_kernels.cu -o obj/convolutional_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/activation_kernels.cu -o obj/activation_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/activation_kernels.cu(263)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"MISH_THRESHOLD\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/activation_kernels.cu(263)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"MISH_THRESHOLD\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/activation_kernels.cu(263)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"MISH_THRESHOLD\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/activation_kernels.cu(263)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"MISH_THRESHOLD\"\u001b[0m was declared but never referenced\n",
            "\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/im2col_kernels.cu -o obj/im2col_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1354)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1361)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1364)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1389)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1354)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1361)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1364)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1389)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1354)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1361)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1364)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1389)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1354)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1361)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1364)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/im2col_kernels.cu(1389)\u001b[0m: \u001b[01;35mwarning\u001b[0m #20199-D: unrecognized #pragma in device code\n",
            "\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/col2im_kernels.cu -o obj/col2im_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/blas_kernels.cu -o obj/blas_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1086)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"out_index\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1130)\u001b[0m: \u001b[01;35mwarning\u001b[0m #550-D: variable \u001b[01m\"step\"\u001b[0m was set but never used\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1736)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"stage_id\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1086)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"out_index\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1130)\u001b[0m: \u001b[01;35mwarning\u001b[0m #550-D: variable \u001b[01m\"step\"\u001b[0m was set but never used\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1736)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"stage_id\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1086)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"out_index\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1130)\u001b[0m: \u001b[01;35mwarning\u001b[0m #550-D: variable \u001b[01m\"step\"\u001b[0m was set but never used\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1736)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"stage_id\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1086)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"out_index\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1130)\u001b[0m: \u001b[01;35mwarning\u001b[0m #550-D: variable \u001b[01m\"step\"\u001b[0m was set but never used\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/blas_kernels.cu(1736)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"stage_id\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[K./src/blas_kernels.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kvoid backward_shortcut_multilayer_gpu(int, int, int, int*, float**, float*, float*, float*, float*, int, float*, float**, WEIGHTS_NORMALIZATION_T)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/blas_kernels.cu:1130:5:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kstep\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-but-set-variable\u0007-Wunused-but-set-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            " 1130 |     \u001b[01;35m\u001b[Kint \u001b[m\u001b[Kstep = 0;\n",
            "      |     \u001b[01;35m\u001b[K^~~~\u001b[m\u001b[K\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/crop_layer_kernels.cu -o obj/crop_layer_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/dropout_layer_kernels.cu -o obj/dropout_layer_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/maxpool_layer_kernels.cu -o obj/maxpool_layer_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/network_kernels.cu -o obj/network_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/network_kernels.cu(379)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"l\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/network_kernels.cu(379)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"l\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/network_kernels.cu(379)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"l\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[0m\u001b[01m./src/network_kernels.cu(379)\u001b[0m: \u001b[01;35mwarning\u001b[0m #177-D: variable \u001b[01m\"l\"\u001b[0m was declared but never referenced\n",
            "\n",
            "\u001b[01m\u001b[K./src/network_kernels.cu:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[Kfloat train_network_datum_gpu(network, float*, float*)\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[K./src/network_kernels.cu:379:7:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kvariable ‘\u001b[01m\u001b[Kl\u001b[m\u001b[K’ set but not used [\u001b[01;35m\u001b[K\u001b]8;;https://gcc.gnu.org/onlinedocs/gcc/Warning-Options.html#index-Wunused-but-set-variable\u0007-Wunused-but-set-variable\u001b]8;;\u0007\u001b[m\u001b[K]\n",
            "  379 |       \u001b[01;35m\u001b[K \u001b[m\u001b[K layer l = net.layers[net.n - 1];\n",
            "      |       \u001b[01;35m\u001b[K^\u001b[m\u001b[K\n",
            "nvcc -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=[sm_50,compute_50] -gencode arch=compute_52,code=[sm_52,compute_52] -gencode arch=compute_61,code=[sm_61,compute_61] -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN --compiler-options \"-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include\" -c ./src/avgpool_layer_kernels.cu -o obj/avgpool_layer_kernels.o\n",
            "nvcc warning : The 'compute_35', 'compute_37', 'sm_35', and 'sm_37' architectures are deprecated, and may be removed in a future release (Use -Wno-deprecated-gpu-targets to suppress warning).\n",
            "g++ -std=c++11 -std=c++11 -Iinclude/ -I3rdparty/stb/include -DOPENCV `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv` -DGPU -I/usr/local/cuda/include/ -DCUDNN -Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC -rdynamic -Ofast -DOPENCV -DGPU -DCUDNN -I/usr/local/cudnn/include obj/image_opencv.o obj/http_stream.o obj/gemm.o obj/utils.o obj/dark_cuda.o obj/convolutional_layer.o obj/list.o obj/image.o obj/activations.o obj/im2col.o obj/col2im.o obj/blas.o obj/crop_layer.o obj/dropout_layer.o obj/maxpool_layer.o obj/softmax_layer.o obj/data.o obj/matrix.o obj/network.o obj/connected_layer.o obj/cost_layer.o obj/parser.o obj/option_list.o obj/darknet.o obj/detection_layer.o obj/captcha.o obj/route_layer.o obj/writing.o obj/box.o obj/nightmare.o obj/normalization_layer.o obj/avgpool_layer.o obj/coco.o obj/dice.o obj/yolo.o obj/detector.o obj/layer.o obj/compare.o obj/classifier.o obj/local_layer.o obj/swag.o obj/shortcut_layer.o obj/representation_layer.o obj/activation_layer.o obj/rnn_layer.o obj/gru_layer.o obj/rnn.o obj/rnn_vid.o obj/crnn_layer.o obj/demo.o obj/tag.o obj/cifar.o obj/go.o obj/batchnorm_layer.o obj/art.o obj/region_layer.o obj/reorg_layer.o obj/reorg_old_layer.o obj/super.o obj/voxel.o obj/tree.o obj/yolo_layer.o obj/gaussian_yolo_layer.o obj/upsample_layer.o obj/lstm_layer.o obj/conv_lstm_layer.o obj/scale_channels_layer.o obj/sam_layer.o obj/convolutional_kernels.o obj/activation_kernels.o obj/im2col_kernels.o obj/col2im_kernels.o obj/blas_kernels.o obj/crop_layer_kernels.o obj/dropout_layer_kernels.o obj/maxpool_layer_kernels.o obj/network_kernels.o obj/avgpool_layer_kernels.o -o darknet -lm -pthread `pkg-config --libs opencv4 2> /dev/null || pkg-config --libs opencv` -L/usr/local/cuda/lib64 -lcuda -lcudart -lcublas -lcurand -L/usr/local/cudnn/lib64 -lcudnn -lstdc++\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "47-d_3xy36U9"
      },
      "source": [
        "**Extra: pretrained YOLOv3 weights**\n",
        "\n",
        "YOLOv3 has been trained already on the coco dataset which has 80 classes that it can predict. We will grab these pretrained weights so that we can run YOLOv3 on these pretrained classes and get detections."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "9QDHhDMgZTE9",
        "outputId": "6a85ab0e-12eb-41cb-d024-681258813584"
      },
      "source": [
        "# get yolov3 pretrained coco dataset weights\n",
        "#!wget https://pjreddie.com/media/files/yolov3.weights"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "--2021-06-30 12:06:55--  https://pjreddie.com/media/files/yolov3.weights\n",
            "Resolving pjreddie.com (pjreddie.com)... 128.208.4.108\n",
            "Connecting to pjreddie.com (pjreddie.com)|128.208.4.108|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 248007048 (237M) [application/octet-stream]\n",
            "Saving to: ‘yolov3.weights’\n",
            "\n",
            "yolov3.weights      100%[===================>] 236.52M  43.8MB/s    in 5.7s    \n",
            "\n",
            "2021-06-30 12:07:01 (41.2 MB/s) - ‘yolov3.weights’ saved [248007048/248007048]\n",
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "w4Pm0VoqmGia"
      },
      "source": [
        "# define helper functions\n",
        "def imShow(path):\n",
        "  import cv2\n",
        "  import matplotlib.pyplot as plt\n",
        "  %matplotlib inline\n",
        "\n",
        "  image = cv2.imread(path)\n",
        "  height, width = image.shape[:2]\n",
        "  resized_image = cv2.resize(image,(3*width, 3*height), interpolation = cv2.INTER_CUBIC)\n",
        "\n",
        "  fig = plt.gcf()\n",
        "  fig.set_size_inches(18, 10)\n",
        "  plt.axis(\"off\")\n",
        "  plt.imshow(cv2.cvtColor(resized_image, cv2.COLOR_BGR2RGB))\n",
        "  plt.show()\n",
        "\n",
        "# use this to upload files\n",
        "def upload():\n",
        "  from google.colab import files\n",
        "  uploaded = files.upload()\n",
        "  for name, data in uploaded.items():\n",
        "    with open(name, 'wb') as f:\n",
        "      f.write(data)\n",
        "      print ('saved file', name)\n",
        "\n",
        "# use this to download a file\n",
        "def download(path):\n",
        "  from google.colab import files\n",
        "  files.download(path)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "B47c1SJjcVRm"
      },
      "source": [
        "### Connecting Google Drive\n",
        "Images can also be uploaded from your Google Drive and easily have detections run on them.\n",
        "\n",
        "\n",
        "Now you can run YOLOv3 with images from Google Drive using the darknet command:\n",
        "```\n",
        "!./darknet detect cfg/yolov3.cfg yolov3.weights /mydrive/<path to image>\n",
        "```\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "j9lmJEnGEu-7",
        "outputId": "9dd54734-ecca-4ce4-e5f0-94e8717868c1"
      },
      "source": [
        "%cd ..\n",
        "from google.colab import drive\n",
        "drive.mount('/content/gdrive')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content\n",
            "Mounted at /content/gdrive\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "yreDPcJdoo29",
        "outputId": "0c87dcd8-6339-41e7-d7a5-4afd56383110"
      },
      "source": [
        "# this creates a symbolic link so that now the path /content/gdrive/My\\ Drive/ is equal to /mydrive\n",
        "!ln -s /content/gdrive/My\\ Drive/ /mydrive\n",
        "!ls /mydrive"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            " 11ResumeFinalist.gdoc\n",
            " 11ResumeFinalist.pdf\n",
            " All\n",
            " an-introduction-to-formal-languages-and-automata-5th-edition-2011.gdoc\n",
            "'Colab Notebooks'\n",
            " detect.py\n",
            " detect_video.py\n",
            " d.py\n",
            "'FINAL TEST'\n",
            " functions.py\n",
            " IITGN.zip\n",
            " images\n",
            " images1\n",
            " images2\n",
            " lp.zip\n",
            "'lp.zip (Unzipped Files)'\n",
            " Motocross_preview.mp4\n",
            " MyAadhaar.pdf\n",
            "'My Drive'\n",
            " OCR\n",
            "'reistration issue.PNG'\n",
            " slokas\n",
            " TEST\n",
            " TEST2\n",
            "'vaccine certificate.pdf'\n",
            " yolov3\n",
            " yolov6\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "h4F90N1lhXR2"
      },
      "source": [
        "##Training a Custom YOLOv3 Object Detector (Helmet and License plate detection.)\n",
        "\n",
        "\n",
        "In order to create a custom YOLOv3 detector we will need the following:\n",
        "\n",
        "*   Labeled Custom Dataset\n",
        "*   Custom .cfg file\n",
        "*   obj.data and obj.names files\n",
        "*   train.txt file (test.txt is optional here as well)\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Dye1-pgt4WS0"
      },
      "source": [
        "## Moving Your Custom Dataset Into Your Cloud VM\n",
        "So now that you have your dataset properly formatted to be used for training we need to move it into this cloud VM so that when it comes the time we can actually use it for training.\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "0_JRC13hK7Zr",
        "outputId": "faecdb33-b444-482f-b049-90f382d9cb97"
      },
      "source": [
        "# this is where my zip is stored (I created a yolov3 folder where I will get my required files from)\n",
        "!ls /mydrive/yolov3"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            " backup\t\t\t       generate_train1.py   obj.names\n",
            " backup1\t\t       generate_train.py    obj.zip\n",
            "'backup(ultra fail)'\t       obj2.zip\t\t    yolov3_custom2.cfg\n",
            "'Copy of generate_train1.py'   obj.data\t\t    yolov3_custom.cfg\n",
            " custom.classes\t\t       obj.data.gdoc\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "u4EdeeIQeuSC",
        "outputId": "423a1d8f-9a0f-42a8-f8bb-6554f05124b8"
      },
      "source": [
        "%cd /content"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "YpljhMVHOx9X"
      },
      "source": [
        "# copy the .zip file into the root directory of cloud VM\n",
        "!cp /mydrive/yolov3/obj.zip ./"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "45en565PPLce",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "e3e26f3a-a897-4b13-e0f7-e79cf0788fa8"
      },
      "source": [
        "# unzip the zip file and its contents should now be in /darknet/data/obj\n",
        "!unzip ./obj.zip -d data/"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
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            " extracting: data/obj/2571.jpg       \n",
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            " extracting: data/obj/2631.jpg       \n",
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            "  inflating: data/obj/fdcc8c4550c7f4a4.txt  \n",
            "  inflating: data/obj/fe505ba91f98f886.jpg  \n",
            "  inflating: data/obj/fe505ba91f98f886.txt  \n",
            "  inflating: data/obj/fe73094afb57502b.jpg  \n",
            "  inflating: data/obj/fe73094afb57502b.txt  \n",
            "  inflating: data/obj/fe7a543639c2f18b.jpg  \n",
            "  inflating: data/obj/fe7a543639c2f18b.txt  \n",
            "  inflating: data/obj/fe9e1a09fa8fc4a8.jpg  \n",
            "  inflating: data/obj/fe9e1a09fa8fc4a8.txt  \n",
            "  inflating: data/obj/febed27fa45cd55a.jpg  \n",
            "  inflating: data/obj/febed27fa45cd55a.txt  \n",
            "  inflating: data/obj/fef9c2a0fafe9fdf.jpg  \n",
            "  inflating: data/obj/fef9c2a0fafe9fdf.txt  \n",
            "  inflating: data/obj/ffa1141a48776a3b.jpg  \n",
            "  inflating: data/obj/ffa1141a48776a3b.txt  \n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "7LbLphUgkNvV"
      },
      "source": [
        "!mv /content/data/obj /content/darknet/data"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "PwyPTprGkLWB"
      },
      "source": [
        "!mv /content/darknet/data/obj/228.jpg /content/sample_data"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hFrzIobxyYSD"
      },
      "source": [
        "!mv /content/darknet/data/obj/1371.jpg /content/sample_data"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "HHmVZJ_fyeq_"
      },
      "source": [
        "!mv /content/darknet/data/obj/1371.txt /content/sample_data"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "A6qKb67L5VvU",
        "outputId": "a3621dda-52b4-4bd1-e2e8-3a2ec448a263"
      },
      "source": [
        "%cd /content/darknet\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/darknet\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HA2th1Zobzer"
      },
      "source": [
        "##Configuring the cfg file."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Uk0yNelLnTmg"
      },
      "source": [
        "# download cfg to google drive and change its name\n",
        "!cp cfg/yolov3.cfg /mydrive/yolov3/yolov3_custom2.cfg"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "%cd /content/darknet"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "lHJXDaH3qR-e",
        "outputId": "e67d6186-d5de-4cde-a865-95ac929f857a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/darknet\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!cp generate_whole.py /mydrive/yolov3/"
      ],
      "metadata": {
        "id": "Eo67KXalqPxp"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!cp generate_train_test_txt.py /mydrive/yolov3/"
      ],
      "metadata": {
        "id": "gQGqTmvhqkIj"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "1iGOuPDMoiM9"
      },
      "source": [
        "Now you need to edit the .cfg to fit your needs based on your object detector. Open it up in a code or text editor to do so.\n",
        "\n",
        "If you downloaded cfg to google drive you can use the built in  **Text Editor** by going to your google drive and double clicking on yolov3_custom.cfg and then clicking on the **Open with** drop down and selectin **Text Editor**.\n",
        "![image.png](data:image/png;base64,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)\n",
        "\n",
        "we are using **batch = 64** and **subdivisions = 16** for ultimate results. If you run into any issues then up subdivisions to 32.\n",
        "\n",
        "Make the rest of the changes to the cfg based on how many classes you are training your detector on.\n",
        "\n",
        "**Note:** Here we set **max_batches = 10000**, **steps = 8000, 9000**, I changed the **classes = 5** in the three YOLO layers and **filters = 30** in the three convolutional layers before the YOLO layers.\n",
        "\n",
        "**Optional:** In each of the three yolo layers in the cfg, change one line from random = 1 to **random = 0** to speed up training but slightly reduce accuracy of model. Will also help save memory if you run into any memory issues.\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "FKGP15SmrXLe"
      },
      "source": [
        "# upload the custom .cfg back to cloud VM from Google Drive\n",
        "!cp /mydrive/yolov3/yolov3_custom.cfg /content/darknet/cfg\n",
        "\n",
        "# upload the custom .cfg back to cloud VM from local machine (uncomment to use)\n",
        "#%cd cfg\n",
        "#upload()\n",
        "#%cd .."
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "JcSrw86FzgkO"
      },
      "source": [
        "## ii) obj.names and obj.data\n",
        "Create a new file within a code or text editor called **obj.names** and you will make this file exactly the same as your classes.txt in the dataset generation step.\n",
        "\n",
        "\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "qBmbHd7M16lK"
      },
      "source": [
        "# upload the obj.names and obj.data files to cloud VM from Google Drive\n",
        "!cp /mydrive/yolov3/obj.names /content/darknet/data\n",
        "!cp /mydrive/yolov3/obj.data  /content/darknet/data\n",
        "\n",
        "# upload the obj.names and obj.data files to cloud VM from local machine (uncomment to use)\n",
        "#%cd data\n",
        "#upload()\n",
        "#%cd .."
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "AynO1huO4Kzd"
      },
      "source": [
        "## iii) Generating train.txt\n",
        "The last configuration file needed before we can begin to train our custom detector is the train.txt file which hold the relative paths to all our training images.\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "cKBeIp7V44nu"
      },
      "source": [
        "# upload the generate_train.py script to cloud VM from Google Drive\n",
        "!cp /mydrive/yolov3/generate_train.py ./\n",
        "\n",
        "# upload the generate_train.py script to cloud VM from local machine (uncomment to use)\n",
        "#upload()\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "k9Ikig-H5wpw"
      },
      "source": [
        "Now we simply run the python script to do all the work for us."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "De0i1BYS4PMp",
        "outputId": "424aa91a-5bb0-43c5-d875-be5994d45b97"
      },
      "source": [
        "%cd /content/darknet"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/darknet\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "o4HBBgk3503F"
      },
      "source": [
        "!python generate_whole.py"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "CIFjMSlX6DfP",
        "outputId": "b040061f-ea1e-4431-bde4-3e8da290c435"
      },
      "source": [
        "# verify train.txt can be seen in our darknet/data folder\n",
        "!ls /content/darknet/data"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "9k.tree     giraffe.jpg\t\t      labels\t\tperson.jpg  whole.txt\n",
            "coco9k.map  goal.txt\t\t      obj\t\tscream.jpg\n",
            "coco.names  horses.jpg\t\t      obj.data\t\ttest.txt\n",
            "dog.jpg     imagenet.labels.list      obj.names\t\ttrain.txt\n",
            "eagle.jpg   imagenet.shortnames.list  openimages.names\tvoc.names\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        " #generating train.txt and test.txt from train.txt\n",
        "!python generate_train_test_txt.py\n"
      ],
      "metadata": {
        "id": "ALIF7Rz8mhwk"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# verify train.txt can be seen in our darknet/data folder\n",
        "!ls /content/darknet/data"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "aLq7bvDcom8e",
        "outputId": "dae8e5c8-00ef-47a3-ae0e-049bcc7c6096"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "9k.tree     giraffe.jpg\t\t      labels\t\tperson.jpg  whole.txt\n",
            "coco9k.map  goal.txt\t\t      obj\t\tscream.jpg\n",
            "coco.names  horses.jpg\t\t      obj.data\t\ttest.txt\n",
            "dog.jpg     imagenet.labels.list      obj.names\t\ttrain.txt\n",
            "eagle.jpg   imagenet.shortnames.list  openimages.names\tvoc.names\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "5mFOT8pC6Qbg"
      },
      "source": [
        "If everything went as planned double click on **train.txt** on the left side File Explorer and it should look like this.\n",
        "![image.png](data:image/png;base64,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)\n",
        "\n",
        "It will contain one line for each training image path."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "DKDmFrUH7JHy"
      },
      "source": [
        "##Download pre-trained weights for the convolutional layers.\n",
        "This step downloads the weights for the convolutional layers of the YOLOv3 network. By using these weights it helps your custom object detector to be way more accurate and not have to train as long."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "k5SYWDPv7qG-",
        "outputId": "daa395ca-a46b-40ce-efad-36a89c19b019"
      },
      "source": [
        "# upload pretrained convolutional layer weights\n",
        "!wget http://pjreddie.com/media/files/darknet53.conv.74"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "--2023-08-14 10:07:46--  http://pjreddie.com/media/files/darknet53.conv.74\n",
            "Resolving pjreddie.com (pjreddie.com)... 128.208.4.108\n",
            "Connecting to pjreddie.com (pjreddie.com)|128.208.4.108|:80... connected.\n",
            "HTTP request sent, awaiting response... 301 Moved Permanently\n",
            "Location: https://pjreddie.com/media/files/darknet53.conv.74 [following]\n",
            "--2023-08-14 10:07:46--  https://pjreddie.com/media/files/darknet53.conv.74\n",
            "Connecting to pjreddie.com (pjreddie.com)|128.208.4.108|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 162482580 (155M) [application/octet-stream]\n",
            "Saving to: ‘darknet53.conv.74’\n",
            "\n",
            "darknet53.conv.74   100%[===================>] 154.96M   104MB/s    in 1.5s    \n",
            "\n",
            "2023-08-14 10:07:48 (104 MB/s) - ‘darknet53.conv.74’ saved [162482580/162482580]\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "VHw00Cro8ONr"
      },
      "source": [
        "# Train Your Custom Object Detector!\n",
        "\n",
        "```\n",
        "!./darknet detector train <path to obj.data> <path to custom config> darknet53.conv.74 -dont_show\n",
        "```\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "_mbdAGu0te3I",
        "outputId": "1e796d08-3670-4966-b2a1-d780fdcbd608"
      },
      "source": [
        "%cd /content/darknet\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/darknet\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "p3ydPLdrulmK",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "c940d835-d20b-435f-8b7a-8766e0465268"
      },
      "source": [
        "!cp /content/darknet53.conv.74 /content/darknet"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "cp: cannot stat '/content/darknet53.conv.74': No such file or directory\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "csSp61KPtlZI"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "\n",
        "```\n",
        "\n",
        "function ClickConnect(){\n",
        "console.log(\"Working\");\n",
        "document.querySelector(\"colab-toolbar-button#connect\").click()\n",
        "}\n",
        "setInterval(ClickConnect,60000)\n",
        "\n",
        "```"
      ],
      "metadata": {
        "id": "o8xNFHEmtofs"
      }
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "IrT9LSjc8LMt",
        "outputId": "dd3cb8a8-50d2-4d84-f5f9-4f5792f019cf"
      },
      "source": [
        "# train your custom detector\n",
        "!./darknet detector train /content/darknet/data/obj.data /content/darknet/cfg/yolov3_custom.cfg darknet53.conv.74 -dont_show"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.718438), count: 1, class_loss = 0.102356, iou_loss = 0.049084, total_loss = 0.151440 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.299098), count: 3, class_loss = 0.908401, iou_loss = 2.281244, total_loss = 3.189645 \n",
            " total_bbox = 116872, rewritten_bbox = 0.166849 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.474143), count: 4, class_loss = 1.237035, iou_loss = 0.806616, total_loss = 2.043650 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000342, iou_loss = 0.000000, total_loss = 0.000342 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000165, iou_loss = 0.000000, total_loss = 0.000165 \n",
            " total_bbox = 116876, rewritten_bbox = 0.166843 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.584181), count: 4, class_loss = 1.389892, iou_loss = 0.489217, total_loss = 1.879109 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001845, iou_loss = 0.000000, total_loss = 0.001845 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000472, iou_loss = 0.000000, total_loss = 0.000472 \n",
            " total_bbox = 116880, rewritten_bbox = 0.166838 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.609304), count: 5, class_loss = 0.876406, iou_loss = 0.545381, total_loss = 1.421788 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001722, iou_loss = 0.000000, total_loss = 0.001722 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006139, iou_loss = 0.000000, total_loss = 0.006139 \n",
            " total_bbox = 116885, rewritten_bbox = 0.166831 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.581352), count: 8, class_loss = 2.601263, iou_loss = 1.629690, total_loss = 4.230952 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002268, iou_loss = 0.000000, total_loss = 0.002268 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.445554), count: 2, class_loss = 0.332260, iou_loss = 0.655768, total_loss = 0.988028 \n",
            " total_bbox = 116895, rewritten_bbox = 0.166816 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.652121), count: 10, class_loss = 2.682971, iou_loss = 1.585482, total_loss = 4.268454 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.514247), count: 1, class_loss = 0.312501, iou_loss = 0.222587, total_loss = 0.535088 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000435, iou_loss = 0.000000, total_loss = 0.000435 \n",
            " total_bbox = 116906, rewritten_bbox = 0.166801 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.559536), count: 7, class_loss = 1.843858, iou_loss = 1.094903, total_loss = 2.938762 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000964, iou_loss = 0.000000, total_loss = 0.000964 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.558543), count: 3, class_loss = 0.604273, iou_loss = 0.452515, total_loss = 1.056788 \n",
            " total_bbox = 116916, rewritten_bbox = 0.166786 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.637669), count: 7, class_loss = 2.153676, iou_loss = 0.858532, total_loss = 3.012208 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.690608), count: 1, class_loss = 0.418743, iou_loss = 0.062108, total_loss = 0.480851 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.570214), count: 1, class_loss = 0.277890, iou_loss = 0.118217, total_loss = 0.396107 \n",
            " total_bbox = 116925, rewritten_bbox = 0.166774 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.574853), count: 13, class_loss = 3.490816, iou_loss = 2.592534, total_loss = 6.083350 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.609658), count: 5, class_loss = 1.353904, iou_loss = 0.781198, total_loss = 2.135102 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000193, iou_loss = 0.000000, total_loss = 0.000193 \n",
            " total_bbox = 116943, rewritten_bbox = 0.166748 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.520273), count: 13, class_loss = 2.837477, iou_loss = 3.766899, total_loss = 6.604376 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.688222), count: 1, class_loss = 0.261190, iou_loss = 0.096250, total_loss = 0.357440 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000704, iou_loss = 0.000000, total_loss = 0.000704 \n",
            " total_bbox = 116957, rewritten_bbox = 0.166728 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.650724), count: 3, class_loss = 0.982325, iou_loss = 0.263825, total_loss = 1.246150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.693955), count: 2, class_loss = 0.673329, iou_loss = 0.252170, total_loss = 0.925499 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.480497), count: 5, class_loss = 1.149831, iou_loss = 1.478854, total_loss = 2.628685 \n",
            " total_bbox = 116967, rewritten_bbox = 0.166714 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.577616), count: 4, class_loss = 1.030448, iou_loss = 0.770077, total_loss = 1.800525 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.603488), count: 1, class_loss = 0.450770, iou_loss = 0.147021, total_loss = 0.597790 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.367246), count: 1, class_loss = 0.308639, iou_loss = 0.519203, total_loss = 0.827842 \n",
            " total_bbox = 116973, rewritten_bbox = 0.166705 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.654314), count: 3, class_loss = 0.808279, iou_loss = 0.180143, total_loss = 0.988421 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.705700), count: 1, class_loss = 0.179528, iou_loss = 0.052648, total_loss = 0.232176 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001157, iou_loss = 0.000000, total_loss = 0.001157 \n",
            " total_bbox = 116977, rewritten_bbox = 0.166699 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.569252), count: 5, class_loss = 1.083899, iou_loss = 0.763234, total_loss = 1.847133 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.773624), count: 1, class_loss = 0.508667, iou_loss = 0.057986, total_loss = 0.566653 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.476097), count: 1, class_loss = 0.261524, iou_loss = 0.230527, total_loss = 0.492051 \n",
            " total_bbox = 116984, rewritten_bbox = 0.166689 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.639966), count: 3, class_loss = 0.489203, iou_loss = 0.443146, total_loss = 0.932349 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000480, iou_loss = 0.000000, total_loss = 0.000480 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.329142), count: 1, class_loss = 0.280054, iou_loss = 0.490487, total_loss = 0.770541 \n",
            " total_bbox = 116988, rewritten_bbox = 0.166684 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.704728), count: 3, class_loss = 0.501792, iou_loss = 0.178335, total_loss = 0.680128 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.494003), count: 2, class_loss = 0.260841, iou_loss = 0.573063, total_loss = 0.833904 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.034835, iou_loss = 0.000000, total_loss = 0.034835 \n",
            " total_bbox = 116993, rewritten_bbox = 0.166677 % \n",
            "\u001b]2;807/10000: loss=1.2 hours left=13.0\u0007\n",
            " 807: 1.198564, 1.350897 avg loss, 0.000424 rate, 7.606518 seconds, 51648 images, 13.017588 hours left\n",
            "Loaded: 0.000084 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.479626), count: 6, class_loss = 1.370664, iou_loss = 1.538486, total_loss = 2.909150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001215, iou_loss = 0.000000, total_loss = 0.001215 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.752736), count: 1, class_loss = 0.111813, iou_loss = 0.042459, total_loss = 0.154272 \n",
            " total_bbox = 117000, rewritten_bbox = 0.166667 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.650048), count: 6, class_loss = 1.273144, iou_loss = 0.795852, total_loss = 2.068996 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.595542), count: 2, class_loss = 0.454856, iou_loss = 0.222449, total_loss = 0.677305 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.693074), count: 1, class_loss = 0.201816, iou_loss = 0.052660, total_loss = 0.254476 \n",
            " total_bbox = 117009, rewritten_bbox = 0.166654 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.595337), count: 3, class_loss = 0.889385, iou_loss = 0.328454, total_loss = 1.217839 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.027954, iou_loss = 0.000000, total_loss = 0.027954 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.526830), count: 2, class_loss = 0.483821, iou_loss = 0.567091, total_loss = 1.050912 \n",
            " total_bbox = 117014, rewritten_bbox = 0.166647 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.697542), count: 4, class_loss = 0.852227, iou_loss = 0.299404, total_loss = 1.151631 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004198, iou_loss = 0.000000, total_loss = 0.004198 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.548065), count: 1, class_loss = 0.191517, iou_loss = 0.170369, total_loss = 0.361886 \n",
            " total_bbox = 117019, rewritten_bbox = 0.166640 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.586925), count: 8, class_loss = 2.209457, iou_loss = 1.523004, total_loss = 3.732461 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.735315), count: 2, class_loss = 0.526426, iou_loss = 0.303954, total_loss = 0.830380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000090, iou_loss = 0.000000, total_loss = 0.000090 \n",
            " total_bbox = 117029, rewritten_bbox = 0.166625 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.640663), count: 11, class_loss = 2.678704, iou_loss = 1.543140, total_loss = 4.221844 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.570613), count: 3, class_loss = 0.974504, iou_loss = 0.808611, total_loss = 1.783115 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000033, iou_loss = 0.000000, total_loss = 0.000033 \n",
            " total_bbox = 117043, rewritten_bbox = 0.166605 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.623046), count: 9, class_loss = 2.262465, iou_loss = 1.171521, total_loss = 3.433986 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.568867), count: 4, class_loss = 1.189970, iou_loss = 0.928891, total_loss = 2.118861 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001924, iou_loss = 0.000000, total_loss = 0.001924 \n",
            " total_bbox = 117056, rewritten_bbox = 0.166587 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.538059), count: 6, class_loss = 1.727611, iou_loss = 1.366688, total_loss = 3.094299 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.566600), count: 9, class_loss = 3.122186, iou_loss = 1.641707, total_loss = 4.763894 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.120499), count: 1, class_loss = 0.588788, iou_loss = 2.675227, total_loss = 3.264014 \n",
            " total_bbox = 117072, rewritten_bbox = 0.166564 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.650839), count: 6, class_loss = 1.741007, iou_loss = 0.899892, total_loss = 2.640899 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.520358), count: 1, class_loss = 0.264060, iou_loss = 0.123733, total_loss = 0.387794 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001037, iou_loss = 0.000000, total_loss = 0.001037 \n",
            " total_bbox = 117079, rewritten_bbox = 0.166554 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.432470), count: 1, class_loss = 0.477270, iou_loss = 0.168804, total_loss = 0.646074 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.589076), count: 3, class_loss = 0.994279, iou_loss = 0.422056, total_loss = 1.416336 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.591464), count: 4, class_loss = 0.955043, iou_loss = 0.645124, total_loss = 1.600167 \n",
            " total_bbox = 117087, rewritten_bbox = 0.166543 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.672909), count: 6, class_loss = 1.765833, iou_loss = 0.676282, total_loss = 2.442115 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.501194), count: 4, class_loss = 1.606642, iou_loss = 1.254936, total_loss = 2.861578 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001503, iou_loss = 0.000000, total_loss = 0.001503 \n",
            " total_bbox = 117097, rewritten_bbox = 0.166529 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.584291), count: 7, class_loss = 1.917249, iou_loss = 1.278928, total_loss = 3.196176 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000821, iou_loss = 0.000000, total_loss = 0.000821 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000016, iou_loss = 0.000000, total_loss = 0.000016 \n",
            " total_bbox = 117104, rewritten_bbox = 0.166519 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.538641), count: 3, class_loss = 0.815336, iou_loss = 0.502684, total_loss = 1.318020 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.716343), count: 1, class_loss = 0.098641, iou_loss = 0.049213, total_loss = 0.147854 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.018247, iou_loss = 0.000000, total_loss = 0.018247 \n",
            " total_bbox = 117108, rewritten_bbox = 0.166513 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.514408), count: 4, class_loss = 0.776647, iou_loss = 1.820251, total_loss = 2.596898 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.717731), count: 1, class_loss = 0.256017, iou_loss = 0.167189, total_loss = 0.423206 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.196456), count: 1, class_loss = 0.657804, iou_loss = 0.786324, total_loss = 1.444128 \n",
            " total_bbox = 117114, rewritten_bbox = 0.166504 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.590860), count: 5, class_loss = 1.333968, iou_loss = 0.697898, total_loss = 2.031867 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.691440), count: 1, class_loss = 0.409352, iou_loss = 0.215942, total_loss = 0.625294 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.471360), count: 3, class_loss = 0.469506, iou_loss = 0.636806, total_loss = 1.106312 \n",
            " total_bbox = 117123, rewritten_bbox = 0.166492 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.676337), count: 5, class_loss = 0.944189, iou_loss = 0.389386, total_loss = 1.333576 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000196, iou_loss = 0.000000, total_loss = 0.000196 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.415958), count: 1, class_loss = 0.266176, iou_loss = 0.427405, total_loss = 0.693581 \n",
            " total_bbox = 117129, rewritten_bbox = 0.166483 % \n",
            "\u001b]2;808/10000: loss=1.3 hours left=13.1\u0007\n",
            " 808: 1.334551, 1.349262 avg loss, 0.000426 rate, 7.587296 seconds, 51712 images, 13.081656 hours left\n",
            "Loaded: 0.000075 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.621050), count: 5, class_loss = 1.695764, iou_loss = 1.016087, total_loss = 2.711851 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.477295), count: 4, class_loss = 1.177041, iou_loss = 1.461449, total_loss = 2.638490 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.255050), count: 1, class_loss = 0.298893, iou_loss = 0.782113, total_loss = 1.081006 \n",
            " total_bbox = 117139, rewritten_bbox = 0.166469 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722805), count: 5, class_loss = 1.172559, iou_loss = 0.407776, total_loss = 1.580335 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.608089), count: 8, class_loss = 2.573464, iou_loss = 1.881062, total_loss = 4.454525 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.469251), count: 3, class_loss = 0.580324, iou_loss = 0.370634, total_loss = 0.950958 \n",
            " total_bbox = 117155, rewritten_bbox = 0.166446 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.462259), count: 7, class_loss = 2.230500, iou_loss = 2.375666, total_loss = 4.606167 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.629114), count: 3, class_loss = 1.219019, iou_loss = 0.410643, total_loss = 1.629662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.473490), count: 3, class_loss = 0.425461, iou_loss = 0.673384, total_loss = 1.098845 \n",
            " total_bbox = 117168, rewritten_bbox = 0.166428 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.586998), count: 8, class_loss = 2.220374, iou_loss = 1.728411, total_loss = 3.948785 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.663713), count: 2, class_loss = 0.747750, iou_loss = 0.275601, total_loss = 1.023351 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000254, iou_loss = 0.000000, total_loss = 0.000254 \n",
            " total_bbox = 117178, rewritten_bbox = 0.166413 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.526775), count: 8, class_loss = 1.722647, iou_loss = 1.885864, total_loss = 3.608511 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.378764), count: 1, class_loss = 0.311718, iou_loss = 0.555493, total_loss = 0.867211 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.797995), count: 2, class_loss = 0.498404, iou_loss = 0.078180, total_loss = 0.576584 \n",
            " total_bbox = 117189, rewritten_bbox = 0.166398 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.516074), count: 5, class_loss = 1.258714, iou_loss = 1.528772, total_loss = 2.787486 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.552877), count: 6, class_loss = 2.266969, iou_loss = 1.344759, total_loss = 3.611729 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001525, iou_loss = 0.000000, total_loss = 0.001525 \n",
            " total_bbox = 117200, rewritten_bbox = 0.166382 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.702385), count: 5, class_loss = 1.348472, iou_loss = 0.615039, total_loss = 1.963511 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.506849), count: 6, class_loss = 2.502107, iou_loss = 1.980746, total_loss = 4.482853 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000421, iou_loss = 0.000000, total_loss = 0.000421 \n",
            " total_bbox = 117211, rewritten_bbox = 0.166367 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.676888), count: 5, class_loss = 1.654473, iou_loss = 0.483252, total_loss = 2.137726 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001971, iou_loss = 0.000000, total_loss = 0.001971 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.512656), count: 1, class_loss = 0.469446, iou_loss = 0.241657, total_loss = 0.711103 \n",
            " total_bbox = 117217, rewritten_bbox = 0.166358 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.616452), count: 6, class_loss = 1.928281, iou_loss = 0.927908, total_loss = 2.856189 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000716, iou_loss = 0.000000, total_loss = 0.000716 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.509985), count: 1, class_loss = 0.394747, iou_loss = 0.194826, total_loss = 0.589574 \n",
            " total_bbox = 117224, rewritten_bbox = 0.166348 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.534563), count: 4, class_loss = 0.877229, iou_loss = 0.642304, total_loss = 1.519532 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.381603), count: 1, class_loss = 0.310966, iou_loss = 0.484567, total_loss = 0.795533 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513796), count: 2, class_loss = 0.249480, iou_loss = 0.472761, total_loss = 0.722241 \n",
            " total_bbox = 117231, rewritten_bbox = 0.166338 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.726768), count: 5, class_loss = 1.232782, iou_loss = 0.577517, total_loss = 1.810299 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.533026), count: 1, class_loss = 0.555750, iou_loss = 0.122183, total_loss = 0.677933 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002052, iou_loss = 0.000000, total_loss = 0.002052 \n",
            " total_bbox = 117237, rewritten_bbox = 0.166330 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.640161), count: 8, class_loss = 1.943115, iou_loss = 1.081324, total_loss = 3.024438 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.586061), count: 13, class_loss = 3.539516, iou_loss = 2.936222, total_loss = 6.475738 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001180, iou_loss = 0.000000, total_loss = 0.001180 \n",
            " total_bbox = 117258, rewritten_bbox = 0.166300 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.554177), count: 7, class_loss = 2.001190, iou_loss = 1.668939, total_loss = 3.670129 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000526, iou_loss = 0.000000, total_loss = 0.000526 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003165, iou_loss = 0.000000, total_loss = 0.003165 \n",
            " total_bbox = 117265, rewritten_bbox = 0.166290 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.574609), count: 12, class_loss = 2.825738, iou_loss = 2.359421, total_loss = 5.185160 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.605972), count: 4, class_loss = 1.163188, iou_loss = 0.857773, total_loss = 2.020960 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001585, iou_loss = 0.000000, total_loss = 0.001585 \n",
            " total_bbox = 117281, rewritten_bbox = 0.166267 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.685184), count: 9, class_loss = 2.313789, iou_loss = 1.185193, total_loss = 3.498982 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.665136), count: 1, class_loss = 0.090260, iou_loss = 0.065790, total_loss = 0.156050 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000152, iou_loss = 0.000000, total_loss = 0.000152 \n",
            " total_bbox = 117291, rewritten_bbox = 0.166253 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.641162), count: 8, class_loss = 2.240761, iou_loss = 1.148966, total_loss = 3.389727 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002022, iou_loss = 0.000000, total_loss = 0.002022 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.499592), count: 2, class_loss = 0.304322, iou_loss = 0.979201, total_loss = 1.283523 \n",
            " total_bbox = 117301, rewritten_bbox = 0.166239 % \n",
            "\u001b]2;809/10000: loss=1.8 hours left=13.1\u0007\n",
            " 809: 1.753381, 1.389674 avg loss, 0.000428 rate, 7.687462 seconds, 51776 images, 13.144572 hours left\n",
            "Loaded: 0.000088 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.624769), count: 7, class_loss = 1.949229, iou_loss = 1.583122, total_loss = 3.532351 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.469379), count: 2, class_loss = 0.405850, iou_loss = 0.608555, total_loss = 1.014405 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000133, iou_loss = 0.000000, total_loss = 0.000133 \n",
            " total_bbox = 117310, rewritten_bbox = 0.166226 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.733871), count: 4, class_loss = 0.658047, iou_loss = 0.272029, total_loss = 0.930076 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004466, iou_loss = 0.000000, total_loss = 0.004466 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.401377), count: 1, class_loss = 0.213428, iou_loss = 0.266695, total_loss = 0.480123 \n",
            " total_bbox = 117315, rewritten_bbox = 0.166219 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.592027), count: 4, class_loss = 0.836023, iou_loss = 0.650672, total_loss = 1.486696 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.350967), count: 1, class_loss = 0.320603, iou_loss = 0.385544, total_loss = 0.706148 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.358976), count: 1, class_loss = 0.057810, iou_loss = 0.374324, total_loss = 0.432134 \n",
            " total_bbox = 117321, rewritten_bbox = 0.166211 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.638604), count: 9, class_loss = 2.087332, iou_loss = 1.424599, total_loss = 3.511932 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.683249), count: 1, class_loss = 0.120943, iou_loss = 0.055148, total_loss = 0.176092 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000025, iou_loss = 0.000000, total_loss = 0.000025 \n",
            " total_bbox = 117331, rewritten_bbox = 0.166196 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.533345), count: 6, class_loss = 1.370665, iou_loss = 0.879356, total_loss = 2.250021 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.553025), count: 1, class_loss = 0.279846, iou_loss = 0.186018, total_loss = 0.465864 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000660, iou_loss = 0.000000, total_loss = 0.000660 \n",
            " total_bbox = 117338, rewritten_bbox = 0.166187 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.535713), count: 3, class_loss = 0.675998, iou_loss = 0.337485, total_loss = 1.013483 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001148, iou_loss = 0.000000, total_loss = 0.001148 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.616275), count: 5, class_loss = 1.030640, iou_loss = 0.519518, total_loss = 1.550157 \n",
            " total_bbox = 117346, rewritten_bbox = 0.166175 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.524474), count: 2, class_loss = 0.917694, iou_loss = 0.268904, total_loss = 1.186598 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751054), count: 2, class_loss = 0.361890, iou_loss = 0.085597, total_loss = 0.447488 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.364986), count: 1, class_loss = 0.068885, iou_loss = 0.544853, total_loss = 0.613738 \n",
            " total_bbox = 117351, rewritten_bbox = 0.166168 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.574704), count: 5, class_loss = 1.315778, iou_loss = 0.900570, total_loss = 2.216348 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.013848, iou_loss = 0.000000, total_loss = 0.013848 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.770373), count: 1, class_loss = 0.245820, iou_loss = 0.027787, total_loss = 0.273607 \n",
            " total_bbox = 117357, rewritten_bbox = 0.166160 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.681784), count: 4, class_loss = 0.907602, iou_loss = 0.342092, total_loss = 1.249694 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002797, iou_loss = 0.000000, total_loss = 0.002797 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.481587), count: 1, class_loss = 0.291788, iou_loss = 0.160455, total_loss = 0.452243 \n",
            " total_bbox = 117362, rewritten_bbox = 0.166153 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602152), count: 8, class_loss = 2.322163, iou_loss = 1.166465, total_loss = 3.488628 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.125644), count: 1, class_loss = 0.544493, iou_loss = 2.647088, total_loss = 3.191581 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000024, iou_loss = 0.000000, total_loss = 0.000024 \n",
            " total_bbox = 117371, rewritten_bbox = 0.166140 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.616812), count: 9, class_loss = 2.576566, iou_loss = 1.283006, total_loss = 3.859571 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.641485), count: 6, class_loss = 2.573854, iou_loss = 0.770671, total_loss = 3.344525 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001438, iou_loss = 0.000000, total_loss = 0.001438 \n",
            " total_bbox = 117386, rewritten_bbox = 0.166119 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.608990), count: 7, class_loss = 1.984334, iou_loss = 1.129642, total_loss = 3.113976 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.019563, iou_loss = 0.000000, total_loss = 0.019563 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.529110), count: 1, class_loss = 0.464304, iou_loss = 0.293439, total_loss = 0.757743 \n",
            " total_bbox = 117394, rewritten_bbox = 0.166107 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.678747), count: 9, class_loss = 2.182525, iou_loss = 1.448294, total_loss = 3.630819 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001138, iou_loss = 0.000000, total_loss = 0.001138 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000034, iou_loss = 0.000000, total_loss = 0.000034 \n",
            " total_bbox = 117403, rewritten_bbox = 0.166095 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.665728), count: 6, class_loss = 1.256028, iou_loss = 0.794554, total_loss = 2.050582 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.575933), count: 3, class_loss = 1.031113, iou_loss = 0.580049, total_loss = 1.611162 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.657098), count: 1, class_loss = 0.231906, iou_loss = 0.035174, total_loss = 0.267080 \n",
            " total_bbox = 117413, rewritten_bbox = 0.166080 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.632396), count: 6, class_loss = 1.671995, iou_loss = 0.811803, total_loss = 2.483799 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.007493, iou_loss = 0.000000, total_loss = 0.007493 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000036, iou_loss = 0.000000, total_loss = 0.000036 \n",
            " total_bbox = 117419, rewritten_bbox = 0.166072 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.552477), count: 5, class_loss = 1.441899, iou_loss = 0.761402, total_loss = 2.203301 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.705698), count: 1, class_loss = 0.211785, iou_loss = 0.064107, total_loss = 0.275892 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000182, iou_loss = 0.000000, total_loss = 0.000182 \n",
            " total_bbox = 117425, rewritten_bbox = 0.166063 % \n",
            "\u001b]2;810/10000: loss=1.1 hours left=13.2\u0007\n",
            " 810: 1.131684, 1.363875 avg loss, 0.000430 rate, 7.648275 seconds, 51840 images, 13.209393 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 512 x 512 \n",
            " try to allocate additional workspace_size = 226.79 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000051 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.605781), count: 5, class_loss = 0.738611, iou_loss = 0.531864, total_loss = 1.270474 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.599884), count: 1, class_loss = 0.307140, iou_loss = 0.101906, total_loss = 0.409046 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000020, iou_loss = 0.000000, total_loss = 0.000020 \n",
            " total_bbox = 117431, rewritten_bbox = 0.166055 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.623444), count: 3, class_loss = 0.757295, iou_loss = 0.403973, total_loss = 1.161268 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.647920), count: 1, class_loss = 0.273746, iou_loss = 0.129535, total_loss = 0.403281 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.354412), count: 4, class_loss = 0.892582, iou_loss = 3.306932, total_loss = 4.199514 \n",
            " total_bbox = 117439, rewritten_bbox = 0.166044 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.566709), count: 6, class_loss = 1.786845, iou_loss = 1.174047, total_loss = 2.960892 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.580260), count: 4, class_loss = 1.127128, iou_loss = 0.583367, total_loss = 1.710495 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.427302), count: 3, class_loss = 1.388363, iou_loss = 1.010448, total_loss = 2.398812 \n",
            " total_bbox = 117452, rewritten_bbox = 0.166025 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.661672), count: 8, class_loss = 1.221574, iou_loss = 1.224967, total_loss = 2.446541 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.691982), count: 3, class_loss = 0.648079, iou_loss = 0.313190, total_loss = 0.961269 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.393187), count: 4, class_loss = 0.874088, iou_loss = 1.311715, total_loss = 2.185803 \n",
            " total_bbox = 117467, rewritten_bbox = 0.166004 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.619596), count: 6, class_loss = 1.007708, iou_loss = 0.674111, total_loss = 1.681819 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003060, iou_loss = 0.000000, total_loss = 0.003060 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000024, iou_loss = 0.000000, total_loss = 0.000024 \n",
            " total_bbox = 117473, rewritten_bbox = 0.165996 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.639945), count: 4, class_loss = 0.770017, iou_loss = 0.395667, total_loss = 1.165684 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.591849), count: 1, class_loss = 0.290233, iou_loss = 0.157989, total_loss = 0.448222 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.324420), count: 2, class_loss = 0.339181, iou_loss = 1.243823, total_loss = 1.583005 \n",
            " total_bbox = 117480, rewritten_bbox = 0.165986 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.677449), count: 4, class_loss = 1.207458, iou_loss = 0.461987, total_loss = 1.669445 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.745680), count: 1, class_loss = 0.321335, iou_loss = 0.110975, total_loss = 0.432310 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000314, iou_loss = 0.000000, total_loss = 0.000314 \n",
            " total_bbox = 117485, rewritten_bbox = 0.165979 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.597261), count: 9, class_loss = 3.603544, iou_loss = 0.921118, total_loss = 4.524661 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.015449, iou_loss = 0.000000, total_loss = 0.015449 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000027, iou_loss = 0.000000, total_loss = 0.000027 \n",
            " total_bbox = 117494, rewritten_bbox = 0.165966 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.557354), count: 8, class_loss = 1.586223, iou_loss = 1.483225, total_loss = 3.069448 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.467716), count: 1, class_loss = 0.407457, iou_loss = 0.331155, total_loss = 0.738612 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.466598), count: 4, class_loss = 0.832199, iou_loss = 1.109367, total_loss = 1.941566 \n",
            " total_bbox = 117507, rewritten_bbox = 0.165948 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.637713), count: 9, class_loss = 1.884972, iou_loss = 1.363179, total_loss = 3.248151 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848902), count: 2, class_loss = 0.689189, iou_loss = 0.238529, total_loss = 0.927719 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.543118, iou_loss = 1.916217, total_loss = 2.459334 \n",
            " total_bbox = 117519, rewritten_bbox = 0.165931 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.587917), count: 9, class_loss = 2.609593, iou_loss = 1.450150, total_loss = 4.059744 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.069073, iou_loss = 0.000000, total_loss = 0.069073 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.384199), count: 1, class_loss = 0.063898, iou_loss = 0.419341, total_loss = 0.483239 \n",
            " total_bbox = 117529, rewritten_bbox = 0.165917 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.631658), count: 7, class_loss = 1.666166, iou_loss = 1.303687, total_loss = 2.969853 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.715228), count: 2, class_loss = 0.479924, iou_loss = 0.203070, total_loss = 0.682993 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n",
            " total_bbox = 117538, rewritten_bbox = 0.165904 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.552110), count: 7, class_loss = 2.035821, iou_loss = 1.730104, total_loss = 3.765925 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.769697), count: 1, class_loss = 0.500736, iou_loss = 0.051131, total_loss = 0.551867 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.413177), count: 5, class_loss = 1.480980, iou_loss = 3.511204, total_loss = 4.992185 \n",
            " total_bbox = 117551, rewritten_bbox = 0.165885 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.567073), count: 4, class_loss = 1.031274, iou_loss = 0.923393, total_loss = 1.954667 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738884), count: 1, class_loss = 0.245084, iou_loss = 0.059799, total_loss = 0.304883 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.455273), count: 1, class_loss = 0.226477, iou_loss = 0.288291, total_loss = 0.514769 \n",
            " total_bbox = 117557, rewritten_bbox = 0.165877 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.673999), count: 3, class_loss = 0.575061, iou_loss = 0.345597, total_loss = 0.920658 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.577250), count: 15, class_loss = 3.654474, iou_loss = 2.940033, total_loss = 6.594507 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.420233), count: 2, class_loss = 0.690776, iou_loss = 0.634766, total_loss = 1.325542 \n",
            " total_bbox = 117577, rewritten_bbox = 0.165849 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.617740), count: 4, class_loss = 1.332741, iou_loss = 0.424265, total_loss = 1.757007 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.490481), count: 1, class_loss = 0.210968, iou_loss = 0.256264, total_loss = 0.467232 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.350916), count: 4, class_loss = 1.139896, iou_loss = 1.217869, total_loss = 2.357765 \n",
            " total_bbox = 117586, rewritten_bbox = 0.165836 % \n",
            "\u001b]2;811/10000: loss=1.6 hours left=13.3\u0007\n",
            " 811: 1.620587, 1.389546 avg loss, 0.000433 rate, 5.343251 seconds, 51904 images, 13.272546 hours left\n",
            "Loaded: 0.000080 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.569800), count: 3, class_loss = 0.683238, iou_loss = 0.440277, total_loss = 1.123515 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000496, iou_loss = 0.000000, total_loss = 0.000496 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.311925), count: 1, class_loss = 0.014065, iou_loss = 0.239479, total_loss = 0.253544 \n",
            " total_bbox = 117590, rewritten_bbox = 0.165830 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658566), count: 8, class_loss = 1.673612, iou_loss = 1.073323, total_loss = 2.746935 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.600128), count: 1, class_loss = 0.071020, iou_loss = 0.106141, total_loss = 0.177160 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.011790, iou_loss = 0.000000, total_loss = 0.011790 \n",
            " total_bbox = 117599, rewritten_bbox = 0.165818 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.605184), count: 11, class_loss = 3.053334, iou_loss = 2.233599, total_loss = 5.286934 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.462130), count: 7, class_loss = 2.511648, iou_loss = 2.156720, total_loss = 4.668368 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.543674), count: 2, class_loss = 1.062311, iou_loss = 0.761222, total_loss = 1.823533 \n",
            " total_bbox = 117619, rewritten_bbox = 0.165790 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.540064), count: 4, class_loss = 0.900113, iou_loss = 1.036450, total_loss = 1.936563 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.664711), count: 2, class_loss = 1.114419, iou_loss = 0.324526, total_loss = 1.438945 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002955, iou_loss = 0.000000, total_loss = 0.002955 \n",
            " total_bbox = 117625, rewritten_bbox = 0.165781 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.605317), count: 4, class_loss = 0.631253, iou_loss = 0.561929, total_loss = 1.193182 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.547424), count: 8, class_loss = 2.643572, iou_loss = 2.295250, total_loss = 4.938822 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.458025), count: 1, class_loss = 0.448881, iou_loss = 0.305044, total_loss = 0.753925 \n",
            " total_bbox = 117638, rewritten_bbox = 0.165763 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.666609), count: 8, class_loss = 2.036732, iou_loss = 1.318405, total_loss = 3.355137 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002235, iou_loss = 0.000000, total_loss = 0.002235 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000644, iou_loss = 0.000000, total_loss = 0.000644 \n",
            " total_bbox = 117646, rewritten_bbox = 0.165751 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.505838), count: 3, class_loss = 0.791528, iou_loss = 0.847238, total_loss = 1.638766 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788932), count: 2, class_loss = 0.588166, iou_loss = 0.152456, total_loss = 0.740623 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000247, iou_loss = 0.000000, total_loss = 0.000247 \n",
            " total_bbox = 117651, rewritten_bbox = 0.165744 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.601711), count: 5, class_loss = 0.695458, iou_loss = 0.620658, total_loss = 1.316115 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.112363, iou_loss = 0.000000, total_loss = 0.112363 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.517690), count: 1, class_loss = 0.269504, iou_loss = 0.169801, total_loss = 0.439305 \n",
            " total_bbox = 117657, rewritten_bbox = 0.165736 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.537472), count: 2, class_loss = 0.755572, iou_loss = 0.199586, total_loss = 0.955158 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.469800), count: 2, class_loss = 0.263329, iou_loss = 0.691316, total_loss = 0.954645 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.412692), count: 5, class_loss = 1.076559, iou_loss = 2.069354, total_loss = 3.145913 \n",
            " total_bbox = 117666, rewritten_bbox = 0.165723 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.657128), count: 5, class_loss = 0.945112, iou_loss = 0.472251, total_loss = 1.417363 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.622159), count: 3, class_loss = 0.690753, iou_loss = 0.488676, total_loss = 1.179429 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.504998), count: 2, class_loss = 0.947494, iou_loss = 0.397111, total_loss = 1.344605 \n",
            " total_bbox = 117676, rewritten_bbox = 0.165709 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.591399), count: 11, class_loss = 2.815873, iou_loss = 2.198175, total_loss = 5.014048 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004163, iou_loss = 0.000000, total_loss = 0.004163 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000092, iou_loss = 0.000000, total_loss = 0.000092 \n",
            " total_bbox = 117687, rewritten_bbox = 0.165694 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.556854), count: 6, class_loss = 1.257708, iou_loss = 0.859422, total_loss = 2.117130 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.171764, iou_loss = 0.000000, total_loss = 0.171764 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002124, iou_loss = 0.000000, total_loss = 0.002124 \n",
            " total_bbox = 117693, rewritten_bbox = 0.165685 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.631508), count: 12, class_loss = 2.996346, iou_loss = 1.768712, total_loss = 4.765058 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.552191), count: 2, class_loss = 0.970406, iou_loss = 0.479238, total_loss = 1.449645 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000041, iou_loss = 0.000000, total_loss = 0.000041 \n",
            " total_bbox = 117707, rewritten_bbox = 0.165666 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.599216), count: 8, class_loss = 1.487902, iou_loss = 1.188327, total_loss = 2.676229 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.437849), count: 2, class_loss = 0.729859, iou_loss = 0.557481, total_loss = 1.287340 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.408591), count: 1, class_loss = 0.267359, iou_loss = 0.429112, total_loss = 0.696471 \n",
            " total_bbox = 117718, rewritten_bbox = 0.165650 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.679839), count: 3, class_loss = 0.867851, iou_loss = 0.274403, total_loss = 1.142254 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.539872), count: 1, class_loss = 0.360520, iou_loss = 0.236598, total_loss = 0.597118 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.432514), count: 3, class_loss = 1.008196, iou_loss = 1.397869, total_loss = 2.406065 \n",
            " total_bbox = 117725, rewritten_bbox = 0.165640 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.685648), count: 4, class_loss = 0.840663, iou_loss = 0.269574, total_loss = 1.110237 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.483602), count: 3, class_loss = 0.718850, iou_loss = 0.956647, total_loss = 1.675496 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001079, iou_loss = 0.000000, total_loss = 0.001079 \n",
            " total_bbox = 117732, rewritten_bbox = 0.165630 % \n",
            "\u001b]2;812/10000: loss=1.4 hours left=13.3\u0007\n",
            " 812: 1.418241, 1.392416 avg loss, 0.000435 rate, 5.469171 seconds, 51968 images, 13.276209 hours left\n",
            "Loaded: 0.000071 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.669097), count: 7, class_loss = 1.460826, iou_loss = 0.677192, total_loss = 2.138018 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.010802, iou_loss = 0.000000, total_loss = 0.010802 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.494578), count: 2, class_loss = 0.176255, iou_loss = 0.420231, total_loss = 0.596485 \n",
            " total_bbox = 117741, rewritten_bbox = 0.165618 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.598426), count: 7, class_loss = 1.632082, iou_loss = 1.125546, total_loss = 2.757629 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.481083), count: 3, class_loss = 0.523622, iou_loss = 0.964587, total_loss = 1.488209 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000072, iou_loss = 0.000000, total_loss = 0.000072 \n",
            " total_bbox = 117751, rewritten_bbox = 0.165604 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.661700), count: 5, class_loss = 0.967126, iou_loss = 0.387844, total_loss = 1.354969 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.037144, iou_loss = 0.000000, total_loss = 0.037144 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.608805), count: 1, class_loss = 0.140743, iou_loss = 0.142281, total_loss = 0.283024 \n",
            " total_bbox = 117757, rewritten_bbox = 0.165595 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.644123), count: 6, class_loss = 1.468359, iou_loss = 0.853776, total_loss = 2.322135 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.589219), count: 1, class_loss = 0.379805, iou_loss = 0.231037, total_loss = 0.610843 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 117764, rewritten_bbox = 0.165585 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.631416), count: 1, class_loss = 0.299634, iou_loss = 0.067691, total_loss = 0.367325 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002685, iou_loss = 0.000000, total_loss = 0.002685 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.546566), count: 2, class_loss = 0.177059, iou_loss = 0.455205, total_loss = 0.632265 \n",
            " total_bbox = 117767, rewritten_bbox = 0.165581 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.502828), count: 2, class_loss = 0.427028, iou_loss = 0.288951, total_loss = 0.715979 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.787806), count: 1, class_loss = 0.419620, iou_loss = 0.085320, total_loss = 0.504940 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.410444), count: 2, class_loss = 0.439571, iou_loss = 0.411358, total_loss = 0.850930 \n",
            " total_bbox = 117772, rewritten_bbox = 0.165574 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.703630), count: 4, class_loss = 0.888554, iou_loss = 0.280418, total_loss = 1.168972 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.473015), count: 1, class_loss = 0.015647, iou_loss = 0.222013, total_loss = 0.237659 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000211, iou_loss = 0.000000, total_loss = 0.000211 \n",
            " total_bbox = 117777, rewritten_bbox = 0.165567 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.573349), count: 3, class_loss = 0.749863, iou_loss = 0.640472, total_loss = 1.390335 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.024229, iou_loss = 0.000000, total_loss = 0.024229 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.553638), count: 1, class_loss = 0.036594, iou_loss = 0.089678, total_loss = 0.126273 \n",
            " total_bbox = 117781, rewritten_bbox = 0.165562 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.654150), count: 7, class_loss = 1.874718, iou_loss = 1.083669, total_loss = 2.958387 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.537910), count: 3, class_loss = 0.944123, iou_loss = 0.659398, total_loss = 1.603521 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000022, iou_loss = 0.000000, total_loss = 0.000022 \n",
            " total_bbox = 117791, rewritten_bbox = 0.165547 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.557883), count: 8, class_loss = 1.977352, iou_loss = 1.485483, total_loss = 3.462835 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.380600), count: 5, class_loss = 1.818293, iou_loss = 3.977317, total_loss = 5.795610 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.636622), count: 1, class_loss = 0.515875, iou_loss = 0.182158, total_loss = 0.698033 \n",
            " total_bbox = 117805, rewritten_bbox = 0.165528 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.686485), count: 7, class_loss = 1.469448, iou_loss = 0.881915, total_loss = 2.351363 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.563384), count: 3, class_loss = 0.666817, iou_loss = 0.770185, total_loss = 1.437002 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000068, iou_loss = 0.000000, total_loss = 0.000068 \n",
            " total_bbox = 117815, rewritten_bbox = 0.165514 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.592114), count: 12, class_loss = 3.298445, iou_loss = 2.433588, total_loss = 5.732033 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.715329), count: 5, class_loss = 2.460740, iou_loss = 0.535033, total_loss = 2.995773 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.546389), count: 1, class_loss = 0.223036, iou_loss = 0.116133, total_loss = 0.339169 \n",
            " total_bbox = 117833, rewritten_bbox = 0.165488 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.583254), count: 3, class_loss = 0.531516, iou_loss = 0.488560, total_loss = 1.020076 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.009004, iou_loss = 0.000000, total_loss = 0.009004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.454585), count: 1, class_loss = 0.108971, iou_loss = 0.194989, total_loss = 0.303960 \n",
            " total_bbox = 117837, rewritten_bbox = 0.165483 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.642758), count: 4, class_loss = 0.707278, iou_loss = 0.369728, total_loss = 1.077006 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004842, iou_loss = 0.000000, total_loss = 0.004842 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000031, iou_loss = 0.000000, total_loss = 0.000031 \n",
            " total_bbox = 117841, rewritten_bbox = 0.165477 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.721258), count: 5, class_loss = 0.929671, iou_loss = 0.375774, total_loss = 1.305444 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001229, iou_loss = 0.000000, total_loss = 0.001229 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.501312), count: 1, class_loss = 0.433455, iou_loss = 0.333269, total_loss = 0.766724 \n",
            " total_bbox = 117847, rewritten_bbox = 0.165469 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.622486), count: 2, class_loss = 0.485121, iou_loss = 0.263647, total_loss = 0.748768 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.661924), count: 1, class_loss = 0.545340, iou_loss = 0.185334, total_loss = 0.730674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.275574), count: 2, class_loss = 0.711376, iou_loss = 1.725798, total_loss = 2.437174 \n",
            " total_bbox = 117852, rewritten_bbox = 0.165462 % \n",
            "\u001b]2;813/10000: loss=1.1 hours left=13.3\u0007\n",
            " 813: 1.112498, 1.364424 avg loss, 0.000437 rate, 5.535212 seconds, 52032 images, 13.283035 hours left\n",
            "Loaded: 0.000080 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.346810), count: 2, class_loss = 0.732213, iou_loss = 0.908518, total_loss = 1.640731 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.212683), count: 2, class_loss = 0.562710, iou_loss = 1.743546, total_loss = 2.306256 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.588506), count: 2, class_loss = 0.408051, iou_loss = 0.292652, total_loss = 0.700703 \n",
            " total_bbox = 117858, rewritten_bbox = 0.165453 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.777991), count: 4, class_loss = 1.271490, iou_loss = 0.284338, total_loss = 1.555828 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003727, iou_loss = 0.000000, total_loss = 0.003727 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000100, iou_loss = 0.000000, total_loss = 0.000100 \n",
            " total_bbox = 117862, rewritten_bbox = 0.165448 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.497542), count: 7, class_loss = 1.574123, iou_loss = 2.057715, total_loss = 3.631837 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.377981), count: 1, class_loss = 0.362481, iou_loss = 0.696232, total_loss = 1.058713 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n",
            " total_bbox = 117870, rewritten_bbox = 0.165436 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.524423), count: 9, class_loss = 3.449877, iou_loss = 2.719632, total_loss = 6.169508 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.043891, iou_loss = 0.000000, total_loss = 0.043891 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.660522), count: 1, class_loss = 0.277780, iou_loss = 0.066146, total_loss = 0.343926 \n",
            " total_bbox = 117880, rewritten_bbox = 0.165422 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.610686), count: 5, class_loss = 1.334472, iou_loss = 0.744874, total_loss = 2.079346 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.522271), count: 12, class_loss = 4.206549, iou_loss = 2.772525, total_loss = 6.979074 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.427891), count: 2, class_loss = 0.413933, iou_loss = 0.521722, total_loss = 0.935655 \n",
            " total_bbox = 117899, rewritten_bbox = 0.165396 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.550282), count: 8, class_loss = 2.259602, iou_loss = 2.062875, total_loss = 4.322477 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.646468), count: 2, class_loss = 0.426074, iou_loss = 0.191267, total_loss = 0.617341 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.334971), count: 1, class_loss = 0.203442, iou_loss = 0.642059, total_loss = 0.845501 \n",
            " total_bbox = 117910, rewritten_bbox = 0.165380 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.548444), count: 4, class_loss = 0.589432, iou_loss = 0.902309, total_loss = 1.491741 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.432701), count: 1, class_loss = 0.263191, iou_loss = 0.350590, total_loss = 0.613780 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.249863), count: 1, class_loss = 0.256171, iou_loss = 0.537036, total_loss = 0.793207 \n",
            " total_bbox = 117916, rewritten_bbox = 0.165372 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.607377), count: 8, class_loss = 1.580537, iou_loss = 1.243361, total_loss = 2.823899 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000687, iou_loss = 0.000000, total_loss = 0.000687 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.408313), count: 2, class_loss = 0.131303, iou_loss = 0.227129, total_loss = 0.358432 \n",
            " total_bbox = 117926, rewritten_bbox = 0.165358 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.588581), count: 6, class_loss = 1.843691, iou_loss = 0.707392, total_loss = 2.551083 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.448817), count: 4, class_loss = 1.029456, iou_loss = 1.487404, total_loss = 2.516861 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000081, iou_loss = 0.000000, total_loss = 0.000081 \n",
            " total_bbox = 117936, rewritten_bbox = 0.165344 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658741), count: 3, class_loss = 0.566151, iou_loss = 0.244035, total_loss = 0.810186 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002332, iou_loss = 0.000000, total_loss = 0.002332 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.529266), count: 3, class_loss = 0.629346, iou_loss = 0.360540, total_loss = 0.989886 \n",
            " total_bbox = 117942, rewritten_bbox = 0.165336 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.619927), count: 7, class_loss = 1.762895, iou_loss = 0.888283, total_loss = 2.651177 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.424903), count: 2, class_loss = 0.773189, iou_loss = 0.440331, total_loss = 1.213520 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000021, iou_loss = 0.000000, total_loss = 0.000021 \n",
            " total_bbox = 117951, rewritten_bbox = 0.165323 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.571981), count: 8, class_loss = 1.483018, iou_loss = 1.550872, total_loss = 3.033890 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.624152), count: 15, class_loss = 4.028188, iou_loss = 2.560780, total_loss = 6.588967 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.637433), count: 1, class_loss = 0.038624, iou_loss = 0.070591, total_loss = 0.109215 \n",
            " total_bbox = 117975, rewritten_bbox = 0.165289 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.583230), count: 5, class_loss = 1.579685, iou_loss = 0.647272, total_loss = 2.226957 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.489401), count: 1, class_loss = 0.240249, iou_loss = 0.159098, total_loss = 0.399347 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.709372), count: 1, class_loss = 0.215999, iou_loss = 0.057345, total_loss = 0.273344 \n",
            " total_bbox = 117982, rewritten_bbox = 0.165279 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.577492), count: 5, class_loss = 1.228207, iou_loss = 0.699787, total_loss = 1.927994 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.229236), count: 1, class_loss = 0.036845, iou_loss = 1.119087, total_loss = 1.155931 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001004, iou_loss = 0.000000, total_loss = 0.001004 \n",
            " total_bbox = 117988, rewritten_bbox = 0.165271 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.565256), count: 7, class_loss = 1.500405, iou_loss = 1.281781, total_loss = 2.782186 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.647102), count: 1, class_loss = 0.331572, iou_loss = 0.090047, total_loss = 0.421619 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000047, iou_loss = 0.000000, total_loss = 0.000047 \n",
            " total_bbox = 117996, rewritten_bbox = 0.165260 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.728407), count: 6, class_loss = 1.504872, iou_loss = 0.379710, total_loss = 1.884582 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.650430), count: 1, class_loss = 0.174799, iou_loss = 0.170666, total_loss = 0.345465 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000022, iou_loss = 0.000000, total_loss = 0.000022 \n",
            " total_bbox = 118003, rewritten_bbox = 0.165250 % \n",
            "\u001b]2;814/10000: loss=1.5 hours left=13.3\u0007\n",
            " 814: 1.483377, 1.376319 avg loss, 0.000439 rate, 5.478299 seconds, 52096 images, 13.291462 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.565736), count: 4, class_loss = 1.074272, iou_loss = 0.651787, total_loss = 1.726059 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.485280), count: 1, class_loss = 0.257481, iou_loss = 0.337475, total_loss = 0.594957 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.394355), count: 1, class_loss = 0.477789, iou_loss = 0.479624, total_loss = 0.957412 \n",
            " total_bbox = 118008, rewritten_bbox = 0.165243 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.555721), count: 4, class_loss = 1.015416, iou_loss = 0.691364, total_loss = 1.706780 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.262638), count: 1, class_loss = 0.266022, iou_loss = 0.628578, total_loss = 0.894600 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000138, iou_loss = 0.000000, total_loss = 0.000138 \n",
            " total_bbox = 118013, rewritten_bbox = 0.165236 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.536325), count: 3, class_loss = 0.640059, iou_loss = 0.724129, total_loss = 1.364188 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.447191), count: 2, class_loss = 0.444903, iou_loss = 0.927554, total_loss = 1.372457 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000234, iou_loss = 0.000000, total_loss = 0.000234 \n",
            " total_bbox = 118018, rewritten_bbox = 0.165229 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.617656), count: 5, class_loss = 2.062594, iou_loss = 0.885522, total_loss = 2.948116 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.648850), count: 1, class_loss = 0.279281, iou_loss = 0.154208, total_loss = 0.433488 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.651806), count: 1, class_loss = 0.298159, iou_loss = 0.117972, total_loss = 0.416131 \n",
            " total_bbox = 118025, rewritten_bbox = 0.165219 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.538408), count: 3, class_loss = 0.604758, iou_loss = 0.696821, total_loss = 1.301579 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002877, iou_loss = 0.000000, total_loss = 0.002877 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.393715), count: 1, class_loss = 0.309806, iou_loss = 0.405398, total_loss = 0.715204 \n",
            " total_bbox = 118029, rewritten_bbox = 0.165214 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.601944), count: 10, class_loss = 2.000865, iou_loss = 1.974947, total_loss = 3.975812 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.405318), count: 2, class_loss = 0.614793, iou_loss = 0.728055, total_loss = 1.342848 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.554255), count: 2, class_loss = 0.954021, iou_loss = 0.419720, total_loss = 1.373741 \n",
            " total_bbox = 118043, rewritten_bbox = 0.165194 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.478241), count: 3, class_loss = 0.326494, iou_loss = 0.812954, total_loss = 1.139448 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.614166), count: 7, class_loss = 2.825037, iou_loss = 1.183275, total_loss = 4.008312 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.519633), count: 1, class_loss = 0.115228, iou_loss = 0.088811, total_loss = 0.204038 \n",
            " total_bbox = 118054, rewritten_bbox = 0.165179 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747339), count: 2, class_loss = 0.338553, iou_loss = 0.188935, total_loss = 0.527487 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.034068, iou_loss = 0.000000, total_loss = 0.034068 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.639005), count: 3, class_loss = 0.404630, iou_loss = 0.299485, total_loss = 0.704115 \n",
            " total_bbox = 118059, rewritten_bbox = 0.165172 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.692606), count: 3, class_loss = 0.451559, iou_loss = 0.197405, total_loss = 0.648963 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.494159), count: 4, class_loss = 0.931520, iou_loss = 1.053000, total_loss = 1.984520 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.392536), count: 2, class_loss = 0.300326, iou_loss = 0.734883, total_loss = 1.035209 \n",
            " total_bbox = 118068, rewritten_bbox = 0.165159 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.623250), count: 5, class_loss = 1.108925, iou_loss = 0.699871, total_loss = 1.808796 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.558881), count: 7, class_loss = 1.385723, iou_loss = 1.369721, total_loss = 2.755444 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000973, iou_loss = 0.000000, total_loss = 0.000973 \n",
            " total_bbox = 118080, rewritten_bbox = 0.165142 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.634397), count: 13, class_loss = 3.091760, iou_loss = 1.651984, total_loss = 4.743744 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002287, iou_loss = 0.000000, total_loss = 0.002287 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000123, iou_loss = 0.000000, total_loss = 0.000123 \n",
            " total_bbox = 118093, rewritten_bbox = 0.165124 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.592266), count: 4, class_loss = 0.817821, iou_loss = 0.797275, total_loss = 1.615096 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.649142), count: 9, class_loss = 1.859422, iou_loss = 1.296122, total_loss = 3.155544 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.356450), count: 3, class_loss = 0.741267, iou_loss = 1.287180, total_loss = 2.028447 \n",
            " total_bbox = 118109, rewritten_bbox = 0.165102 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.657758), count: 4, class_loss = 1.010869, iou_loss = 0.529375, total_loss = 1.540244 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.559215), count: 7, class_loss = 2.287778, iou_loss = 1.809746, total_loss = 4.097524 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.296336), count: 1, class_loss = 0.278736, iou_loss = 0.485829, total_loss = 0.764566 \n",
            " total_bbox = 118121, rewritten_bbox = 0.165085 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.548575), count: 4, class_loss = 0.901469, iou_loss = 0.810106, total_loss = 1.711575 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.031949, iou_loss = 0.000000, total_loss = 0.031949 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.429862), count: 1, class_loss = 0.005616, iou_loss = 0.217857, total_loss = 0.223473 \n",
            " total_bbox = 118126, rewritten_bbox = 0.165078 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.680168), count: 6, class_loss = 1.352589, iou_loss = 0.886936, total_loss = 2.239525 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.625164), count: 2, class_loss = 0.452347, iou_loss = 0.221063, total_loss = 0.673410 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004009, iou_loss = 0.000000, total_loss = 0.004009 \n",
            " total_bbox = 118134, rewritten_bbox = 0.165067 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.510324), count: 4, class_loss = 1.184700, iou_loss = 0.684640, total_loss = 1.869339 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.519573), count: 2, class_loss = 0.324327, iou_loss = 0.603330, total_loss = 0.927657 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.539388), count: 1, class_loss = 0.101200, iou_loss = 0.218538, total_loss = 0.319738 \n",
            " total_bbox = 118141, rewritten_bbox = 0.165057 % \n",
            "\u001b]2;815/10000: loss=1.3 hours left=13.3\u0007\n",
            " 815: 1.290130, 1.367700 avg loss, 0.000441 rate, 5.500698 seconds, 52160 images, 13.298338 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.646169), count: 10, class_loss = 2.367631, iou_loss = 1.444638, total_loss = 3.812269 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.426034), count: 3, class_loss = 0.920879, iou_loss = 1.018082, total_loss = 1.938961 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000306, iou_loss = 0.000000, total_loss = 0.000306 \n",
            " total_bbox = 118154, rewritten_bbox = 0.165039 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.630292), count: 3, class_loss = 0.663589, iou_loss = 0.232276, total_loss = 0.895866 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001541, iou_loss = 0.000000, total_loss = 0.001541 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.422211), count: 1, class_loss = 0.390649, iou_loss = 0.438734, total_loss = 0.829383 \n",
            " total_bbox = 118158, rewritten_bbox = 0.165033 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.596561), count: 8, class_loss = 1.934461, iou_loss = 1.123676, total_loss = 3.058137 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.594334), count: 2, class_loss = 0.492036, iou_loss = 0.458239, total_loss = 0.950276 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000076, iou_loss = 0.000000, total_loss = 0.000076 \n",
            " total_bbox = 118168, rewritten_bbox = 0.165019 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.626811), count: 4, class_loss = 0.657412, iou_loss = 0.419222, total_loss = 1.076634 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.119735, iou_loss = 0.000000, total_loss = 0.119735 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.397010), count: 1, class_loss = 0.304857, iou_loss = 0.340504, total_loss = 0.645362 \n",
            " total_bbox = 118173, rewritten_bbox = 0.165012 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.700086), count: 7, class_loss = 2.538738, iou_loss = 0.682923, total_loss = 3.221661 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.390680), count: 5, class_loss = 1.957680, iou_loss = 2.097207, total_loss = 4.054887 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.463423), count: 1, class_loss = 0.008622, iou_loss = 0.234375, total_loss = 0.242997 \n",
            " total_bbox = 118186, rewritten_bbox = 0.164994 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.483072), count: 2, class_loss = 0.383049, iou_loss = 0.401544, total_loss = 0.784593 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.019356, iou_loss = 0.000000, total_loss = 0.019356 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.508735), count: 3, class_loss = 0.694450, iou_loss = 1.855718, total_loss = 2.550168 \n",
            " total_bbox = 118191, rewritten_bbox = 0.164987 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.596616), count: 5, class_loss = 1.023108, iou_loss = 0.635582, total_loss = 1.658690 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.634567), count: 1, class_loss = 0.312423, iou_loss = 0.168448, total_loss = 0.480871 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000030, iou_loss = 0.000000, total_loss = 0.000030 \n",
            " total_bbox = 118197, rewritten_bbox = 0.164979 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.643245), count: 6, class_loss = 1.665950, iou_loss = 0.751883, total_loss = 2.417832 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.654717), count: 3, class_loss = 0.606953, iou_loss = 0.487847, total_loss = 1.094800 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000310, iou_loss = 0.000000, total_loss = 0.000310 \n",
            " total_bbox = 118206, rewritten_bbox = 0.164966 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.070757, iou_loss = 0.000000, total_loss = 0.070757 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.578578), count: 3, class_loss = 0.392666, iou_loss = 0.467928, total_loss = 0.860594 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.403584), count: 6, class_loss = 1.371821, iou_loss = 2.746611, total_loss = 4.118432 \n",
            " total_bbox = 118215, rewritten_bbox = 0.164954 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602806), count: 10, class_loss = 2.620223, iou_loss = 1.747639, total_loss = 4.367862 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.582616), count: 3, class_loss = 0.834206, iou_loss = 0.677987, total_loss = 1.512192 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001962, iou_loss = 0.000000, total_loss = 0.001962 \n",
            " total_bbox = 118228, rewritten_bbox = 0.164936 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.621655), count: 8, class_loss = 1.778634, iou_loss = 1.043182, total_loss = 2.821816 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.736693), count: 1, class_loss = 0.293781, iou_loss = 0.159655, total_loss = 0.453435 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000041, iou_loss = 0.000000, total_loss = 0.000041 \n",
            " total_bbox = 118237, rewritten_bbox = 0.164923 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.579058), count: 10, class_loss = 1.164109, iou_loss = 1.960809, total_loss = 3.124919 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.044541, iou_loss = 0.000000, total_loss = 0.044541 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000186, iou_loss = 0.000000, total_loss = 0.000186 \n",
            " total_bbox = 118247, rewritten_bbox = 0.164909 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.753527), count: 3, class_loss = 0.683939, iou_loss = 0.402757, total_loss = 1.086696 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.028547, iou_loss = 0.000000, total_loss = 0.028547 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.710617), count: 1, class_loss = 0.031453, iou_loss = 0.154200, total_loss = 0.185653 \n",
            " total_bbox = 118251, rewritten_bbox = 0.164903 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.587620), count: 7, class_loss = 1.574318, iou_loss = 1.819921, total_loss = 3.394239 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.047811, iou_loss = 0.000000, total_loss = 0.047811 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.746647), count: 1, class_loss = 0.222739, iou_loss = 0.047886, total_loss = 0.270625 \n",
            " total_bbox = 118259, rewritten_bbox = 0.164892 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.657267), count: 8, class_loss = 1.538486, iou_loss = 0.931676, total_loss = 2.470162 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.152243, iou_loss = 0.000000, total_loss = 0.152243 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.244619), count: 1, class_loss = 0.240565, iou_loss = 0.166309, total_loss = 0.406873 \n",
            " total_bbox = 118268, rewritten_bbox = 0.164880 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.605480), count: 9, class_loss = 1.973422, iou_loss = 1.818118, total_loss = 3.791539 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.621069), count: 4, class_loss = 1.209356, iou_loss = 0.556427, total_loss = 1.765783 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000130, iou_loss = 0.000000, total_loss = 0.000130 \n",
            " total_bbox = 118281, rewritten_bbox = 0.164862 % \n",
            "\u001b]2;816/10000: loss=1.3 hours left=13.3\u0007\n",
            " 816: 1.267329, 1.357663 avg loss, 0.000443 rate, 5.490658 seconds, 52224 images, 13.305701 hours left\n",
            "Loaded: 0.000094 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.631685), count: 4, class_loss = 0.987649, iou_loss = 0.624724, total_loss = 1.612373 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.593818), count: 3, class_loss = 0.778169, iou_loss = 0.641127, total_loss = 1.419297 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.507912), count: 1, class_loss = 0.227339, iou_loss = 0.074351, total_loss = 0.301690 \n",
            " total_bbox = 118289, rewritten_bbox = 0.164850 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.683362), count: 8, class_loss = 1.943106, iou_loss = 1.334787, total_loss = 3.277893 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.754467), count: 2, class_loss = 0.668975, iou_loss = 0.127376, total_loss = 0.796351 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000012, iou_loss = 0.000000, total_loss = 0.000012 \n",
            " total_bbox = 118299, rewritten_bbox = 0.164837 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.616982), count: 10, class_loss = 2.561812, iou_loss = 1.458338, total_loss = 4.020150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.012674, iou_loss = 0.000000, total_loss = 0.012674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.389799), count: 1, class_loss = 0.081218, iou_loss = 0.322706, total_loss = 0.403923 \n",
            " total_bbox = 118310, rewritten_bbox = 0.164821 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731336), count: 4, class_loss = 0.891525, iou_loss = 0.212109, total_loss = 1.103634 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.432850), count: 2, class_loss = 0.718098, iou_loss = 0.663594, total_loss = 1.381692 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.434945), count: 1, class_loss = 0.294159, iou_loss = 0.342029, total_loss = 0.636188 \n",
            " total_bbox = 118317, rewritten_bbox = 0.164811 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.558163), count: 11, class_loss = 2.962129, iou_loss = 2.145952, total_loss = 5.108080 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.708433), count: 1, class_loss = 0.346336, iou_loss = 0.065568, total_loss = 0.411904 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.304995), count: 1, class_loss = 0.237447, iou_loss = 0.275616, total_loss = 0.513063 \n",
            " total_bbox = 118330, rewritten_bbox = 0.164793 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.591559), count: 4, class_loss = 0.833041, iou_loss = 0.701415, total_loss = 1.534456 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.663492), count: 2, class_loss = 0.512696, iou_loss = 0.285407, total_loss = 0.798103 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.017164, iou_loss = 0.000000, total_loss = 0.017164 \n",
            " total_bbox = 118336, rewritten_bbox = 0.164785 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.573652), count: 6, class_loss = 1.398792, iou_loss = 1.137904, total_loss = 2.536696 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.655896), count: 3, class_loss = 1.341236, iou_loss = 0.848541, total_loss = 2.189778 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.571636), count: 1, class_loss = 0.202507, iou_loss = 0.144950, total_loss = 0.347457 \n",
            " total_bbox = 118346, rewritten_bbox = 0.164771 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.591934), count: 12, class_loss = 2.271008, iou_loss = 2.399508, total_loss = 4.670516 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.606014), count: 3, class_loss = 0.972808, iou_loss = 0.506723, total_loss = 1.479531 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n",
            " total_bbox = 118361, rewritten_bbox = 0.164750 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.643517), count: 4, class_loss = 0.669544, iou_loss = 0.426207, total_loss = 1.095752 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.013057, iou_loss = 0.000000, total_loss = 0.013057 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.011234, iou_loss = 0.000000, total_loss = 0.011234 \n",
            " total_bbox = 118365, rewritten_bbox = 0.164745 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.632268), count: 11, class_loss = 2.735574, iou_loss = 1.658147, total_loss = 4.393722 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.428879), count: 3, class_loss = 1.118123, iou_loss = 1.240345, total_loss = 2.358469 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.600229), count: 4, class_loss = 1.919049, iou_loss = 0.728998, total_loss = 2.648046 \n",
            " total_bbox = 118383, rewritten_bbox = 0.164720 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.575968), count: 12, class_loss = 3.153875, iou_loss = 2.513928, total_loss = 5.667802 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.623357), count: 12, class_loss = 4.582386, iou_loss = 1.636015, total_loss = 6.218402 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000369, iou_loss = 0.000000, total_loss = 0.000369 \n",
            " total_bbox = 118407, rewritten_bbox = 0.164686 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.633878), count: 4, class_loss = 0.806247, iou_loss = 0.605623, total_loss = 1.411869 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.595278), count: 8, class_loss = 2.346039, iou_loss = 1.271106, total_loss = 3.617145 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.502520), count: 4, class_loss = 1.856946, iou_loss = 1.744802, total_loss = 3.601748 \n",
            " total_bbox = 118423, rewritten_bbox = 0.164664 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.543834), count: 3, class_loss = 0.863792, iou_loss = 0.630619, total_loss = 1.494410 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.551471), count: 2, class_loss = 0.501990, iou_loss = 0.338374, total_loss = 0.840364 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.364452), count: 1, class_loss = 0.317380, iou_loss = 0.528896, total_loss = 0.846276 \n",
            " total_bbox = 118429, rewritten_bbox = 0.164656 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.560629), count: 10, class_loss = 3.190114, iou_loss = 1.845864, total_loss = 5.035979 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.472724), count: 1, class_loss = 0.205096, iou_loss = 0.312385, total_loss = 0.517482 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000222, iou_loss = 0.000000, total_loss = 0.000222 \n",
            " total_bbox = 118440, rewritten_bbox = 0.164640 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794197), count: 3, class_loss = 0.775215, iou_loss = 0.166931, total_loss = 0.942146 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.480486), count: 1, class_loss = 0.138907, iou_loss = 0.156767, total_loss = 0.295674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.451531), count: 1, class_loss = 0.193482, iou_loss = 0.299455, total_loss = 0.492937 \n",
            " total_bbox = 118444, rewritten_bbox = 0.164635 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.634495), count: 5, class_loss = 1.032124, iou_loss = 0.764648, total_loss = 1.796772 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.493405), count: 13, class_loss = 4.238395, iou_loss = 3.877976, total_loss = 8.116371 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002756, iou_loss = 0.000000, total_loss = 0.002756 \n",
            " total_bbox = 118462, rewritten_bbox = 0.164610 % \n",
            "\u001b]2;817/10000: loss=1.8 hours left=13.3\u0007\n",
            " 817: 1.791493, 1.401046 avg loss, 0.000446 rate, 5.518967 seconds, 52288 images, 13.312720 hours left\n",
            "Loaded: 0.000091 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.806363), count: 4, class_loss = 0.771950, iou_loss = 0.183506, total_loss = 0.955456 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.396015), count: 1, class_loss = 0.433593, iou_loss = 0.358277, total_loss = 0.791870 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000082, iou_loss = 0.000000, total_loss = 0.000082 \n",
            " total_bbox = 118467, rewritten_bbox = 0.164603 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689751), count: 6, class_loss = 2.006667, iou_loss = 0.649865, total_loss = 2.656532 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.552204), count: 3, class_loss = 0.935952, iou_loss = 0.533811, total_loss = 1.469763 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.098534), count: 1, class_loss = 0.243052, iou_loss = 0.142190, total_loss = 0.385242 \n",
            " total_bbox = 118477, rewritten_bbox = 0.164589 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.619997), count: 5, class_loss = 1.417415, iou_loss = 0.650288, total_loss = 2.067703 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.475400), count: 2, class_loss = 0.650930, iou_loss = 0.598800, total_loss = 1.249730 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000135, iou_loss = 0.000000, total_loss = 0.000135 \n",
            " total_bbox = 118484, rewritten_bbox = 0.164579 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.667977), count: 5, class_loss = 1.222296, iou_loss = 0.633240, total_loss = 1.855536 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.513363), count: 10, class_loss = 2.748330, iou_loss = 2.608055, total_loss = 5.356384 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n",
            " total_bbox = 118499, rewritten_bbox = 0.164558 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.620399), count: 8, class_loss = 1.749868, iou_loss = 1.066110, total_loss = 2.815978 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719587), count: 1, class_loss = 0.450719, iou_loss = 0.159219, total_loss = 0.609938 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000039, iou_loss = 0.000000, total_loss = 0.000039 \n",
            " total_bbox = 118508, rewritten_bbox = 0.164546 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.555700), count: 6, class_loss = 1.723447, iou_loss = 1.027421, total_loss = 2.750869 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.604236), count: 5, class_loss = 1.234144, iou_loss = 0.939236, total_loss = 2.173380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000082, iou_loss = 0.000000, total_loss = 0.000082 \n",
            " total_bbox = 118519, rewritten_bbox = 0.164531 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.555154), count: 10, class_loss = 2.388494, iou_loss = 1.889198, total_loss = 4.277692 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.009760, iou_loss = 0.000000, total_loss = 0.009760 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000203, iou_loss = 0.000000, total_loss = 0.000203 \n",
            " total_bbox = 118529, rewritten_bbox = 0.164517 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.733766), count: 2, class_loss = 0.562843, iou_loss = 0.223688, total_loss = 0.786531 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.529023), count: 1, class_loss = 0.106053, iou_loss = 0.189943, total_loss = 0.295996 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.457088), count: 4, class_loss = 0.662338, iou_loss = 0.776338, total_loss = 1.438677 \n",
            " total_bbox = 118536, rewritten_bbox = 0.164507 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.607385), count: 9, class_loss = 1.991655, iou_loss = 1.620257, total_loss = 3.611912 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002137, iou_loss = 0.000000, total_loss = 0.002137 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000537, iou_loss = 0.000000, total_loss = 0.000537 \n",
            " total_bbox = 118545, rewritten_bbox = 0.164494 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.637955), count: 5, class_loss = 1.472511, iou_loss = 0.943735, total_loss = 2.416246 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.637355), count: 1, class_loss = 0.289890, iou_loss = 0.167285, total_loss = 0.457175 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004479, iou_loss = 0.000000, total_loss = 0.004479 \n",
            " total_bbox = 118551, rewritten_bbox = 0.164486 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.793356), count: 1, class_loss = 0.254184, iou_loss = 0.011187, total_loss = 0.265372 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.619364), count: 10, class_loss = 3.515903, iou_loss = 1.603600, total_loss = 5.119503 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.487842), count: 2, class_loss = 0.691703, iou_loss = 0.641025, total_loss = 1.332728 \n",
            " total_bbox = 118564, rewritten_bbox = 0.164468 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.513692), count: 4, class_loss = 1.611900, iou_loss = 1.033182, total_loss = 2.645082 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.022944, iou_loss = 0.000000, total_loss = 0.022944 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.488476), count: 2, class_loss = 0.693745, iou_loss = 0.333028, total_loss = 1.026773 \n",
            " total_bbox = 118570, rewritten_bbox = 0.164460 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.588742), count: 3, class_loss = 0.783339, iou_loss = 0.713481, total_loss = 1.496820 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.555738), count: 11, class_loss = 3.433859, iou_loss = 1.956521, total_loss = 5.390380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.449768), count: 2, class_loss = 0.921228, iou_loss = 1.395413, total_loss = 2.316641 \n",
            " total_bbox = 118586, rewritten_bbox = 0.164438 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.615085), count: 4, class_loss = 0.657091, iou_loss = 0.546621, total_loss = 1.203712 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008008, iou_loss = 0.000000, total_loss = 0.008008 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.637701), count: 3, class_loss = 0.362996, iou_loss = 0.220540, total_loss = 0.583536 \n",
            " total_bbox = 118593, rewritten_bbox = 0.164428 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.571454), count: 8, class_loss = 1.248760, iou_loss = 1.325531, total_loss = 2.574290 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.552847), count: 2, class_loss = 0.454321, iou_loss = 0.394607, total_loss = 0.848928 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000021, iou_loss = 0.000000, total_loss = 0.000021 \n",
            " total_bbox = 118603, rewritten_bbox = 0.164414 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.657532), count: 3, class_loss = 0.590443, iou_loss = 0.197979, total_loss = 0.788422 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.010836, iou_loss = 0.000000, total_loss = 0.010836 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.194361), count: 1, class_loss = 0.104642, iou_loss = 0.910696, total_loss = 1.015338 \n",
            " total_bbox = 118607, rewritten_bbox = 0.164409 % \n",
            "\u001b]2;818/10000: loss=1.4 hours left=13.3\u0007\n",
            " 818: 1.356030, 1.396544 avg loss, 0.000448 rate, 5.553070 seconds, 52352 images, 13.320375 hours left\n",
            "Loaded: 0.000074 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.541304), count: 9, class_loss = 2.043072, iou_loss = 1.818227, total_loss = 3.861299 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.428979), count: 5, class_loss = 1.922759, iou_loss = 1.591905, total_loss = 3.514664 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001126, iou_loss = 0.000000, total_loss = 0.001126 \n",
            " total_bbox = 118621, rewritten_bbox = 0.164389 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.581792), count: 5, class_loss = 1.091608, iou_loss = 0.830820, total_loss = 1.922428 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003483, iou_loss = 0.000000, total_loss = 0.003483 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.201174), count: 1, class_loss = 0.210333, iou_loss = 1.430071, total_loss = 1.640404 \n",
            " total_bbox = 118627, rewritten_bbox = 0.164381 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.650037), count: 7, class_loss = 1.586321, iou_loss = 1.024450, total_loss = 2.610771 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002408, iou_loss = 0.000000, total_loss = 0.002408 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.447439), count: 1, class_loss = 0.187359, iou_loss = 0.239549, total_loss = 0.426908 \n",
            " total_bbox = 118635, rewritten_bbox = 0.164370 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.681287), count: 2, class_loss = 0.607864, iou_loss = 0.116418, total_loss = 0.724282 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.530102), count: 1, class_loss = 0.191450, iou_loss = 0.187615, total_loss = 0.379065 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000411, iou_loss = 0.000000, total_loss = 0.000411 \n",
            " total_bbox = 118638, rewritten_bbox = 0.164366 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.457749), count: 1, class_loss = 0.286815, iou_loss = 0.328059, total_loss = 0.614874 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005105, iou_loss = 0.000000, total_loss = 0.005105 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.497784), count: 1, class_loss = 0.329758, iou_loss = 0.345425, total_loss = 0.675183 \n",
            " total_bbox = 118640, rewritten_bbox = 0.164363 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.631446), count: 1, class_loss = 0.437557, iou_loss = 0.044098, total_loss = 0.481655 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.049795, iou_loss = 0.000000, total_loss = 0.049795 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.525404), count: 4, class_loss = 0.785188, iou_loss = 0.679977, total_loss = 1.465166 \n",
            " total_bbox = 118645, rewritten_bbox = 0.164356 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.644975), count: 5, class_loss = 1.089052, iou_loss = 0.685883, total_loss = 1.774935 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.568250), count: 1, class_loss = 0.206796, iou_loss = 0.161833, total_loss = 0.368629 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 118651, rewritten_bbox = 0.164348 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.499813), count: 5, class_loss = 1.450880, iou_loss = 0.862339, total_loss = 2.313219 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.007355, iou_loss = 0.000000, total_loss = 0.007355 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000225, iou_loss = 0.000000, total_loss = 0.000225 \n",
            " total_bbox = 118656, rewritten_bbox = 0.164341 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.609254), count: 5, class_loss = 1.264000, iou_loss = 0.628826, total_loss = 1.892826 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.545282), count: 4, class_loss = 1.558819, iou_loss = 0.809608, total_loss = 2.368427 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.438405), count: 2, class_loss = 1.052572, iou_loss = 0.831973, total_loss = 1.884545 \n",
            " total_bbox = 118667, rewritten_bbox = 0.164325 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.578405), count: 4, class_loss = 1.535851, iou_loss = 0.536936, total_loss = 2.072787 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.548731), count: 1, class_loss = 0.266185, iou_loss = 0.105972, total_loss = 0.372157 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000012, iou_loss = 0.000000, total_loss = 0.000012 \n",
            " total_bbox = 118672, rewritten_bbox = 0.164318 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.599132), count: 2, class_loss = 1.028078, iou_loss = 0.769295, total_loss = 1.797372 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.389625), count: 1, class_loss = 0.290980, iou_loss = 0.304521, total_loss = 0.595501 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.394417), count: 7, class_loss = 1.474221, iou_loss = 2.232809, total_loss = 3.707030 \n",
            " total_bbox = 118682, rewritten_bbox = 0.164305 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.737313), count: 5, class_loss = 1.018723, iou_loss = 0.319257, total_loss = 1.337981 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.687767), count: 3, class_loss = 1.165805, iou_loss = 0.358102, total_loss = 1.523907 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.324993), count: 3, class_loss = 0.696639, iou_loss = 1.178700, total_loss = 1.875339 \n",
            " total_bbox = 118693, rewritten_bbox = 0.164289 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.698722), count: 6, class_loss = 1.164879, iou_loss = 0.755695, total_loss = 1.920574 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.557784), count: 2, class_loss = 0.729571, iou_loss = 0.443072, total_loss = 1.172644 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000654, iou_loss = 0.000000, total_loss = 0.000654 \n",
            " total_bbox = 118701, rewritten_bbox = 0.164278 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.566486), count: 5, class_loss = 1.142943, iou_loss = 0.872972, total_loss = 2.015915 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.494865), count: 2, class_loss = 0.314302, iou_loss = 0.412511, total_loss = 0.726813 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.230378), count: 1, class_loss = 0.246180, iou_loss = 0.392456, total_loss = 0.638636 \n",
            " total_bbox = 118709, rewritten_bbox = 0.164267 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.589519), count: 7, class_loss = 1.067180, iou_loss = 0.910544, total_loss = 1.977724 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.010793, iou_loss = 0.000000, total_loss = 0.010793 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.745381), count: 1, class_loss = 0.037948, iou_loss = 0.033514, total_loss = 0.071462 \n",
            " total_bbox = 118717, rewritten_bbox = 0.164256 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.633796), count: 2, class_loss = 0.600975, iou_loss = 0.480559, total_loss = 1.081534 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.339125), count: 1, class_loss = 0.214298, iou_loss = 0.507592, total_loss = 0.721890 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.436920), count: 1, class_loss = 0.202012, iou_loss = 0.337044, total_loss = 0.539057 \n",
            " total_bbox = 118721, rewritten_bbox = 0.164251 % \n",
            "\u001b]2;819/10000: loss=1.1 hours left=13.3\u0007\n",
            " 819: 1.107270, 1.367617 avg loss, 0.000450 rate, 5.479819 seconds, 52416 images, 13.328808 hours left\n",
            "Loaded: 0.000060 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.635726), count: 4, class_loss = 0.885457, iou_loss = 0.688589, total_loss = 1.574046 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.600820), count: 1, class_loss = 0.072849, iou_loss = 0.111871, total_loss = 0.184720 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.451847), count: 2, class_loss = 0.362609, iou_loss = 0.361699, total_loss = 0.724307 \n",
            " total_bbox = 118728, rewritten_bbox = 0.164241 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.554279), count: 10, class_loss = 2.444128, iou_loss = 2.693217, total_loss = 5.137344 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.590849), count: 11, class_loss = 3.542359, iou_loss = 2.241735, total_loss = 5.784094 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513736), count: 1, class_loss = 0.267034, iou_loss = 0.181369, total_loss = 0.448403 \n",
            " total_bbox = 118750, rewritten_bbox = 0.164211 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.600675), count: 9, class_loss = 1.607698, iou_loss = 1.708069, total_loss = 3.315767 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.648387), count: 2, class_loss = 0.716770, iou_loss = 0.213704, total_loss = 0.930474 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.598473), count: 1, class_loss = 0.184361, iou_loss = 0.115257, total_loss = 0.299618 \n",
            " total_bbox = 118762, rewritten_bbox = 0.164194 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.531786), count: 6, class_loss = 1.451761, iou_loss = 1.086104, total_loss = 2.537864 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.638585), count: 2, class_loss = 0.422025, iou_loss = 0.448552, total_loss = 0.870577 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.606932), count: 2, class_loss = 0.047400, iou_loss = 0.168475, total_loss = 0.215875 \n",
            " total_bbox = 118772, rewritten_bbox = 0.164180 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.824997), count: 1, class_loss = 0.248523, iou_loss = 0.021242, total_loss = 0.269765 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.577297), count: 1, class_loss = 0.057794, iou_loss = 0.142457, total_loss = 0.200250 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.393441), count: 3, class_loss = 0.710289, iou_loss = 0.814453, total_loss = 1.524742 \n",
            " total_bbox = 118777, rewritten_bbox = 0.164173 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.639567), count: 5, class_loss = 1.492236, iou_loss = 0.632058, total_loss = 2.124294 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.282882), count: 1, class_loss = 0.400292, iou_loss = 0.757823, total_loss = 1.158115 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.534802), count: 1, class_loss = 0.260086, iou_loss = 0.186148, total_loss = 0.446234 \n",
            " total_bbox = 118784, rewritten_bbox = 0.164164 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.570891), count: 3, class_loss = 0.569728, iou_loss = 1.048870, total_loss = 1.618598 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.010674, iou_loss = 0.000000, total_loss = 0.010674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.603235), count: 2, class_loss = 0.325519, iou_loss = 0.711930, total_loss = 1.037450 \n",
            " total_bbox = 118789, rewritten_bbox = 0.164157 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.589270), count: 5, class_loss = 1.136770, iou_loss = 0.753457, total_loss = 1.890226 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.474458), count: 2, class_loss = 0.861449, iou_loss = 0.903906, total_loss = 1.765355 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.611083), count: 1, class_loss = 0.287431, iou_loss = 0.184039, total_loss = 0.471470 \n",
            " total_bbox = 118797, rewritten_bbox = 0.164146 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.647932), count: 5, class_loss = 0.766415, iou_loss = 0.527965, total_loss = 1.294380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.006236, iou_loss = 0.000000, total_loss = 0.006236 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.286639), count: 5, class_loss = 1.002147, iou_loss = 2.513690, total_loss = 3.515838 \n",
            " total_bbox = 118807, rewritten_bbox = 0.164132 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.669863), count: 4, class_loss = 0.736146, iou_loss = 0.655781, total_loss = 1.391927 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.555279), count: 6, class_loss = 1.879470, iou_loss = 1.635630, total_loss = 3.515101 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000379, iou_loss = 0.000000, total_loss = 0.000379 \n",
            " total_bbox = 118817, rewritten_bbox = 0.164118 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.612138), count: 6, class_loss = 1.682636, iou_loss = 0.950342, total_loss = 2.632979 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.027167, iou_loss = 0.000000, total_loss = 0.027167 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.535951), count: 1, class_loss = 0.125455, iou_loss = 0.176088, total_loss = 0.301542 \n",
            " total_bbox = 118824, rewritten_bbox = 0.164108 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.700858), count: 1, class_loss = 0.444838, iou_loss = 0.292909, total_loss = 0.737747 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.757259), count: 1, class_loss = 0.260619, iou_loss = 0.091780, total_loss = 0.352399 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.533811), count: 4, class_loss = 0.751672, iou_loss = 0.772966, total_loss = 1.524638 \n",
            " total_bbox = 118830, rewritten_bbox = 0.164100 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.582337), count: 6, class_loss = 1.348297, iou_loss = 1.241661, total_loss = 2.589959 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.524045), count: 2, class_loss = 0.614895, iou_loss = 0.455659, total_loss = 1.070555 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000114, iou_loss = 0.000000, total_loss = 0.000114 \n",
            " total_bbox = 118838, rewritten_bbox = 0.164089 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.674480), count: 6, class_loss = 1.197500, iou_loss = 0.626547, total_loss = 1.824047 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.006281, iou_loss = 0.000000, total_loss = 0.006281 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000035, iou_loss = 0.000000, total_loss = 0.000035 \n",
            " total_bbox = 118844, rewritten_bbox = 0.164081 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.368895), count: 3, class_loss = 0.778371, iou_loss = 1.790467, total_loss = 2.568838 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.521860), count: 9, class_loss = 2.695542, iou_loss = 2.096546, total_loss = 4.792088 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.423434), count: 3, class_loss = 0.692945, iou_loss = 2.172931, total_loss = 2.865876 \n",
            " total_bbox = 118859, rewritten_bbox = 0.164060 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.613116), count: 8, class_loss = 1.976674, iou_loss = 1.178798, total_loss = 3.155472 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.385946), count: 1, class_loss = 0.077377, iou_loss = 0.392846, total_loss = 0.470223 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.495171), count: 3, class_loss = 0.701344, iou_loss = 0.802989, total_loss = 1.504334 \n",
            " total_bbox = 118871, rewritten_bbox = 0.164043 % \n",
            "\u001b]2;820/10000: loss=1.5 hours left=13.3\u0007\n",
            " 820: 1.472675, 1.378123 avg loss, 0.000452 rate, 5.499569 seconds, 52480 images, 13.335273 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 320 x 320 \n",
            " try to allocate additional workspace_size = 142.61 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000062 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.464663), count: 3, class_loss = 0.794645, iou_loss = 0.593427, total_loss = 1.388072 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000308, iou_loss = 0.000000, total_loss = 0.000308 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.670560), count: 1, class_loss = 0.312339, iou_loss = 0.031166, total_loss = 0.343505 \n",
            " total_bbox = 118875, rewritten_bbox = 0.164038 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.523786), count: 4, class_loss = 1.256661, iou_loss = 0.690002, total_loss = 1.946663 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.463771), count: 6, class_loss = 1.931831, iou_loss = 1.908319, total_loss = 3.840150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.402264), count: 1, class_loss = 0.529453, iou_loss = 0.334496, total_loss = 0.863949 \n",
            " total_bbox = 118886, rewritten_bbox = 0.164023 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.585113), count: 3, class_loss = 0.569835, iou_loss = 0.265173, total_loss = 0.835008 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000152, iou_loss = 0.000000, total_loss = 0.000152 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.475885), count: 1, class_loss = 0.179180, iou_loss = 0.065933, total_loss = 0.245113 \n",
            " total_bbox = 118890, rewritten_bbox = 0.164017 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.512279), count: 8, class_loss = 2.764117, iou_loss = 1.337855, total_loss = 4.101972 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.575123), count: 6, class_loss = 1.964142, iou_loss = 1.199701, total_loss = 3.163843 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.354499), count: 1, class_loss = 0.481733, iou_loss = 0.426586, total_loss = 0.908318 \n",
            " total_bbox = 118905, rewritten_bbox = 0.163996 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.668289), count: 4, class_loss = 0.558229, iou_loss = 0.382641, total_loss = 0.940870 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.542986), count: 2, class_loss = 0.488438, iou_loss = 0.360045, total_loss = 0.848484 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001460, iou_loss = 0.000000, total_loss = 0.001460 \n",
            " total_bbox = 118911, rewritten_bbox = 0.163988 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.436569), count: 2, class_loss = 0.310038, iou_loss = 0.833247, total_loss = 1.143285 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763617), count: 1, class_loss = 0.269447, iou_loss = 0.109286, total_loss = 0.378733 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.451442), count: 4, class_loss = 0.699518, iou_loss = 0.958814, total_loss = 1.658332 \n",
            " total_bbox = 118918, rewritten_bbox = 0.163979 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.601320), count: 3, class_loss = 0.932751, iou_loss = 0.255252, total_loss = 1.188003 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.515033), count: 4, class_loss = 1.484874, iou_loss = 0.893509, total_loss = 2.378383 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.288523), count: 2, class_loss = 0.397502, iou_loss = 2.968021, total_loss = 3.365524 \n",
            " total_bbox = 118927, rewritten_bbox = 0.163966 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.491525), count: 6, class_loss = 1.273739, iou_loss = 1.634740, total_loss = 2.908478 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.431812), count: 2, class_loss = 0.662994, iou_loss = 0.584365, total_loss = 1.247359 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.323879), count: 2, class_loss = 0.253302, iou_loss = 0.480934, total_loss = 0.734236 \n",
            " total_bbox = 118937, rewritten_bbox = 0.163952 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.606421), count: 7, class_loss = 1.667170, iou_loss = 1.000634, total_loss = 2.667804 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.623258), count: 6, class_loss = 1.837066, iou_loss = 1.155012, total_loss = 2.992079 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.516298), count: 7, class_loss = 2.111026, iou_loss = 1.651439, total_loss = 3.762465 \n",
            " total_bbox = 118957, rewritten_bbox = 0.163925 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.804365), count: 1, class_loss = 0.133471, iou_loss = 0.087543, total_loss = 0.221014 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000761, iou_loss = 0.000000, total_loss = 0.000761 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.399258), count: 5, class_loss = 1.078003, iou_loss = 1.721974, total_loss = 2.799978 \n",
            " total_bbox = 118963, rewritten_bbox = 0.163917 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.720843), count: 2, class_loss = 0.410344, iou_loss = 0.088318, total_loss = 0.498662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001645, iou_loss = 0.000000, total_loss = 0.001645 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.489628), count: 3, class_loss = 0.282622, iou_loss = 0.810320, total_loss = 1.092941 \n",
            " total_bbox = 118968, rewritten_bbox = 0.163910 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.574799), count: 6, class_loss = 1.375022, iou_loss = 0.988753, total_loss = 2.363775 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.490501), count: 2, class_loss = 0.434506, iou_loss = 0.417108, total_loss = 0.851614 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.408893), count: 1, class_loss = 0.606540, iou_loss = 0.319766, total_loss = 0.926305 \n",
            " total_bbox = 118977, rewritten_bbox = 0.163897 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.680462), count: 3, class_loss = 0.498096, iou_loss = 0.252802, total_loss = 0.750898 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.647626), count: 1, class_loss = 0.239278, iou_loss = 0.076657, total_loss = 0.315935 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.352926), count: 2, class_loss = 0.305759, iou_loss = 0.689375, total_loss = 0.995135 \n",
            " total_bbox = 118983, rewritten_bbox = 0.163889 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.514875), count: 1, class_loss = 0.379619, iou_loss = 0.178056, total_loss = 0.557675 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.662252), count: 2, class_loss = 0.531970, iou_loss = 0.352363, total_loss = 0.884332 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.474584), count: 5, class_loss = 1.469636, iou_loss = 1.183960, total_loss = 2.653595 \n",
            " total_bbox = 118991, rewritten_bbox = 0.163878 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.010333, iou_loss = 0.000000, total_loss = 0.010333 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.015576, iou_loss = 0.000000, total_loss = 0.015576 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.541686), count: 5, class_loss = 1.512893, iou_loss = 1.126015, total_loss = 2.638907 \n",
            " total_bbox = 118996, rewritten_bbox = 0.163871 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.634300), count: 4, class_loss = 0.687451, iou_loss = 0.498101, total_loss = 1.185552 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.679181), count: 4, class_loss = 1.029138, iou_loss = 0.417587, total_loss = 1.446725 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.381188), count: 3, class_loss = 0.507200, iou_loss = 1.328224, total_loss = 1.835424 \n",
            " total_bbox = 119007, rewritten_bbox = 0.163856 % \n",
            "\u001b]2;821/10000: loss=1.4 hours left=13.3\u0007\n",
            " 821: 1.372903, 1.377601 avg loss, 0.000454 rate, 2.576142 seconds, 52544 images, 13.342162 hours left\n",
            "Loaded: 0.000063 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.697622), count: 3, class_loss = 0.847479, iou_loss = 0.139721, total_loss = 0.987200 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.477714), count: 2, class_loss = 0.442493, iou_loss = 0.455822, total_loss = 0.898315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000990, iou_loss = 0.000000, total_loss = 0.000990 \n",
            " total_bbox = 119012, rewritten_bbox = 0.163849 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.520071), count: 2, class_loss = 0.591116, iou_loss = 0.245983, total_loss = 0.837098 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.483257), count: 2, class_loss = 0.283922, iou_loss = 0.530207, total_loss = 0.814129 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000482, iou_loss = 0.000000, total_loss = 0.000482 \n",
            " total_bbox = 119016, rewritten_bbox = 0.163844 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.613727), count: 6, class_loss = 1.351629, iou_loss = 0.634897, total_loss = 1.986526 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.580919), count: 10, class_loss = 2.973139, iou_loss = 2.375228, total_loss = 5.348366 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.260135), count: 2, class_loss = 0.956779, iou_loss = 1.155162, total_loss = 2.111941 \n",
            " total_bbox = 119034, rewritten_bbox = 0.163819 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.622471), count: 5, class_loss = 0.809969, iou_loss = 0.886067, total_loss = 1.696036 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.551595), count: 7, class_loss = 2.567644, iou_loss = 1.821117, total_loss = 4.388761 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002378, iou_loss = 0.000000, total_loss = 0.002378 \n",
            " total_bbox = 119046, rewritten_bbox = 0.163802 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.470016), count: 4, class_loss = 0.724911, iou_loss = 0.787064, total_loss = 1.511974 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.562317), count: 4, class_loss = 0.634819, iou_loss = 0.756064, total_loss = 1.390884 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.504599), count: 2, class_loss = 0.777493, iou_loss = 0.466734, total_loss = 1.244226 \n",
            " total_bbox = 119056, rewritten_bbox = 0.163788 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.566713), count: 3, class_loss = 0.566021, iou_loss = 0.464408, total_loss = 1.030429 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001369, iou_loss = 0.000000, total_loss = 0.001369 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000153, iou_loss = 0.000000, total_loss = 0.000153 \n",
            " total_bbox = 119059, rewritten_bbox = 0.163784 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.483731), count: 5, class_loss = 1.302812, iou_loss = 1.134486, total_loss = 2.437298 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.415537), count: 1, class_loss = 0.240553, iou_loss = 0.385147, total_loss = 0.625700 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000198, iou_loss = 0.000000, total_loss = 0.000198 \n",
            " total_bbox = 119064, rewritten_bbox = 0.163777 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714598), count: 3, class_loss = 0.764992, iou_loss = 0.158387, total_loss = 0.923379 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.492860), count: 7, class_loss = 2.004595, iou_loss = 1.789271, total_loss = 3.793866 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.031474, iou_loss = 0.000000, total_loss = 0.031474 \n",
            " total_bbox = 119074, rewritten_bbox = 0.163764 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.534795), count: 4, class_loss = 0.890976, iou_loss = 0.841602, total_loss = 1.732578 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.442690), count: 6, class_loss = 2.250953, iou_loss = 2.466679, total_loss = 4.717631 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.480128), count: 3, class_loss = 1.403687, iou_loss = 0.957893, total_loss = 2.361580 \n",
            " total_bbox = 119087, rewritten_bbox = 0.163746 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689801), count: 4, class_loss = 0.712451, iou_loss = 0.452015, total_loss = 1.164466 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.512742), count: 11, class_loss = 3.851393, iou_loss = 3.704914, total_loss = 7.556307 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.548936), count: 1, class_loss = 0.513670, iou_loss = 0.308620, total_loss = 0.822290 \n",
            " total_bbox = 119103, rewritten_bbox = 0.163724 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.539162), count: 2, class_loss = 0.389177, iou_loss = 0.404563, total_loss = 0.793739 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.590345), count: 10, class_loss = 2.876242, iou_loss = 2.041695, total_loss = 4.917937 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513294), count: 4, class_loss = 1.746376, iou_loss = 0.973625, total_loss = 2.720001 \n",
            " total_bbox = 119119, rewritten_bbox = 0.163702 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.434354), count: 2, class_loss = 0.451715, iou_loss = 0.696757, total_loss = 1.148472 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.528988), count: 4, class_loss = 1.870367, iou_loss = 0.930859, total_loss = 2.801226 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.477554), count: 5, class_loss = 1.529886, iou_loss = 1.173980, total_loss = 2.703866 \n",
            " total_bbox = 119130, rewritten_bbox = 0.163687 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.498089), count: 6, class_loss = 1.469503, iou_loss = 1.357700, total_loss = 2.827203 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.677544), count: 7, class_loss = 1.969501, iou_loss = 0.764365, total_loss = 2.733867 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.414826), count: 1, class_loss = 0.484603, iou_loss = 0.428474, total_loss = 0.913077 \n",
            " total_bbox = 119144, rewritten_bbox = 0.163668 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.693405), count: 3, class_loss = 0.990500, iou_loss = 0.232352, total_loss = 1.222852 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.653867), count: 4, class_loss = 1.221963, iou_loss = 0.627976, total_loss = 1.849939 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.490746), count: 2, class_loss = 1.005227, iou_loss = 0.522652, total_loss = 1.527878 \n",
            " total_bbox = 119153, rewritten_bbox = 0.163655 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.514602), count: 6, class_loss = 1.486477, iou_loss = 1.418673, total_loss = 2.905150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.746033), count: 2, class_loss = 0.577077, iou_loss = 0.192699, total_loss = 0.769776 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000143, iou_loss = 0.000000, total_loss = 0.000143 \n",
            " total_bbox = 119161, rewritten_bbox = 0.163644 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.808041), count: 1, class_loss = 0.159657, iou_loss = 0.068744, total_loss = 0.228401 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.648270), count: 10, class_loss = 3.067280, iou_loss = 1.702496, total_loss = 4.769776 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.405315), count: 4, class_loss = 1.642162, iou_loss = 2.353048, total_loss = 3.995210 \n",
            " total_bbox = 119176, rewritten_bbox = 0.163624 % \n",
            "\u001b]2;822/10000: loss=1.9 hours left=13.3\u0007\n",
            " 822: 1.859303, 1.425771 avg loss, 0.000457 rate, 2.631244 seconds, 52608 images, 13.274427 hours left\n",
            "Loaded: 0.000060 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.570254), count: 8, class_loss = 1.871215, iou_loss = 1.464394, total_loss = 3.335609 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008381, iou_loss = 0.000000, total_loss = 0.008381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004664, iou_loss = 0.000000, total_loss = 0.004664 \n",
            " total_bbox = 119184, rewritten_bbox = 0.163613 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.609878), count: 4, class_loss = 1.066431, iou_loss = 0.806777, total_loss = 1.873208 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.601060), count: 4, class_loss = 1.239547, iou_loss = 0.970966, total_loss = 2.210512 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.345161), count: 12, class_loss = 2.298287, iou_loss = 3.553013, total_loss = 5.851300 \n",
            " total_bbox = 119204, rewritten_bbox = 0.163585 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.631315), count: 3, class_loss = 0.696298, iou_loss = 0.498966, total_loss = 1.195264 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.657877), count: 5, class_loss = 1.492375, iou_loss = 0.821772, total_loss = 2.314147 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001040, iou_loss = 0.000000, total_loss = 0.001040 \n",
            " total_bbox = 119212, rewritten_bbox = 0.163574 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.524490), count: 3, class_loss = 0.743909, iou_loss = 0.705495, total_loss = 1.449405 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.635756), count: 2, class_loss = 0.368072, iou_loss = 0.141077, total_loss = 0.509149 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.314098), count: 2, class_loss = 0.367303, iou_loss = 0.811602, total_loss = 1.178904 \n",
            " total_bbox = 119219, rewritten_bbox = 0.163565 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.593369), count: 1, class_loss = 0.143391, iou_loss = 0.079770, total_loss = 0.223161 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.597852), count: 1, class_loss = 0.311423, iou_loss = 0.121133, total_loss = 0.432557 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.545790), count: 5, class_loss = 1.060694, iou_loss = 0.789310, total_loss = 1.850003 \n",
            " total_bbox = 119226, rewritten_bbox = 0.163555 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739651), count: 3, class_loss = 0.362701, iou_loss = 0.196399, total_loss = 0.559099 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.616876), count: 3, class_loss = 0.623019, iou_loss = 0.659579, total_loss = 1.282598 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.538410), count: 1, class_loss = 0.192393, iou_loss = 0.230568, total_loss = 0.422961 \n",
            " total_bbox = 119233, rewritten_bbox = 0.163545 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.476622), count: 2, class_loss = 0.122339, iou_loss = 0.329972, total_loss = 0.452310 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003324, iou_loss = 0.000000, total_loss = 0.003324 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.454206), count: 3, class_loss = 0.545066, iou_loss = 0.838559, total_loss = 1.383625 \n",
            " total_bbox = 119238, rewritten_bbox = 0.163538 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.505556), count: 3, class_loss = 0.579676, iou_loss = 0.719023, total_loss = 1.298699 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.495580), count: 2, class_loss = 0.771290, iou_loss = 0.538377, total_loss = 1.309667 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.193543), count: 2, class_loss = 0.773018, iou_loss = 2.930454, total_loss = 3.703473 \n",
            " total_bbox = 119245, rewritten_bbox = 0.163529 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658855), count: 3, class_loss = 0.635583, iou_loss = 0.483893, total_loss = 1.119476 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.579278), count: 4, class_loss = 1.220481, iou_loss = 0.722782, total_loss = 1.943263 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.423905), count: 2, class_loss = 0.287038, iou_loss = 1.850951, total_loss = 2.137989 \n",
            " total_bbox = 119254, rewritten_bbox = 0.163517 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.591095), count: 3, class_loss = 0.679723, iou_loss = 0.264925, total_loss = 0.944648 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.607550), count: 3, class_loss = 0.637300, iou_loss = 0.733010, total_loss = 1.370310 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.788525), count: 1, class_loss = 0.042893, iou_loss = 0.027950, total_loss = 0.070843 \n",
            " total_bbox = 119261, rewritten_bbox = 0.163507 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.453594), count: 2, class_loss = 0.060372, iou_loss = 0.375431, total_loss = 0.435804 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.110529, iou_loss = 0.000000, total_loss = 0.110529 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.594166), count: 2, class_loss = 0.720852, iou_loss = 0.696303, total_loss = 1.417156 \n",
            " total_bbox = 119265, rewritten_bbox = 0.163501 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.626804), count: 7, class_loss = 1.850941, iou_loss = 0.809227, total_loss = 2.660168 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.570925), count: 3, class_loss = 0.946784, iou_loss = 0.526085, total_loss = 1.472869 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000677, iou_loss = 0.000000, total_loss = 0.000677 \n",
            " total_bbox = 119275, rewritten_bbox = 0.163488 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.598439), count: 4, class_loss = 0.836861, iou_loss = 0.641957, total_loss = 1.478818 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.633335), count: 10, class_loss = 2.795212, iou_loss = 1.231675, total_loss = 4.026887 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.505405), count: 2, class_loss = 0.214529, iou_loss = 0.458615, total_loss = 0.673144 \n",
            " total_bbox = 119291, rewritten_bbox = 0.163466 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.587140), count: 2, class_loss = 0.358757, iou_loss = 0.286456, total_loss = 0.645213 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.709643), count: 3, class_loss = 0.780417, iou_loss = 0.262643, total_loss = 1.043060 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.526144), count: 5, class_loss = 2.082740, iou_loss = 1.531442, total_loss = 3.614181 \n",
            " total_bbox = 119301, rewritten_bbox = 0.163452 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.783849), count: 1, class_loss = 0.160203, iou_loss = 0.047600, total_loss = 0.207803 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.180291, iou_loss = 0.000000, total_loss = 0.180291 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.491217), count: 3, class_loss = 0.412238, iou_loss = 0.970148, total_loss = 1.382387 \n",
            " total_bbox = 119305, rewritten_bbox = 0.163447 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.644341), count: 3, class_loss = 0.720477, iou_loss = 0.311401, total_loss = 1.031878 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.602550), count: 3, class_loss = 0.503158, iou_loss = 0.411581, total_loss = 0.914740 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.696426), count: 2, class_loss = 0.288041, iou_loss = 0.242842, total_loss = 0.530883 \n",
            " total_bbox = 119313, rewritten_bbox = 0.163436 % \n",
            "\u001b]2;823/10000: loss=1.3 hours left=13.2\u0007\n",
            " 823: 1.297210, 1.412915 avg loss, 0.000459 rate, 2.636711 seconds, 52672 images, 13.208766 hours left\n",
            "Loaded: 0.000063 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.629589), count: 4, class_loss = 0.600997, iou_loss = 0.285100, total_loss = 0.886097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000122, iou_loss = 0.000000, total_loss = 0.000122 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000086, iou_loss = 0.000000, total_loss = 0.000086 \n",
            " total_bbox = 119317, rewritten_bbox = 0.163430 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.565317), count: 3, class_loss = 0.834619, iou_loss = 0.497546, total_loss = 1.332165 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.555930), count: 7, class_loss = 2.082336, iou_loss = 1.547507, total_loss = 3.629843 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.425193), count: 3, class_loss = 1.164221, iou_loss = 1.443768, total_loss = 2.607989 \n",
            " total_bbox = 119330, rewritten_bbox = 0.163412 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.528627), count: 5, class_loss = 0.893433, iou_loss = 0.915042, total_loss = 1.808474 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.622276), count: 4, class_loss = 1.074351, iou_loss = 0.480417, total_loss = 1.554768 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.430087), count: 1, class_loss = 0.289755, iou_loss = 0.382115, total_loss = 0.671871 \n",
            " total_bbox = 119340, rewritten_bbox = 0.163399 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.589132), count: 2, class_loss = 0.322978, iou_loss = 0.316350, total_loss = 0.639328 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.681753), count: 3, class_loss = 1.152327, iou_loss = 0.403057, total_loss = 1.555384 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.218428), count: 1, class_loss = 0.302508, iou_loss = 0.729134, total_loss = 1.031642 \n",
            " total_bbox = 119346, rewritten_bbox = 0.163390 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.388823), count: 3, class_loss = 0.773115, iou_loss = 0.922623, total_loss = 1.695737 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.074465, iou_loss = 0.000000, total_loss = 0.074465 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.678812), count: 1, class_loss = 0.254423, iou_loss = 0.236164, total_loss = 0.490587 \n",
            " total_bbox = 119350, rewritten_bbox = 0.163385 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.672417), count: 5, class_loss = 1.475250, iou_loss = 0.500645, total_loss = 1.975896 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.015545, iou_loss = 0.000000, total_loss = 0.015545 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001456, iou_loss = 0.000000, total_loss = 0.001456 \n",
            " total_bbox = 119355, rewritten_bbox = 0.163378 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.306137), count: 1, class_loss = 0.223404, iou_loss = 0.358380, total_loss = 0.581784 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.573583), count: 4, class_loss = 0.518241, iou_loss = 0.682784, total_loss = 1.201026 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.329519), count: 2, class_loss = 0.479621, iou_loss = 0.943095, total_loss = 1.422716 \n",
            " total_bbox = 119362, rewritten_bbox = 0.163369 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.600389), count: 3, class_loss = 0.587898, iou_loss = 0.473882, total_loss = 1.061780 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.511973), count: 4, class_loss = 1.578674, iou_loss = 1.472354, total_loss = 3.051028 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.417381), count: 2, class_loss = 0.998091, iou_loss = 0.793498, total_loss = 1.791589 \n",
            " total_bbox = 119371, rewritten_bbox = 0.163356 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.673076), count: 2, class_loss = 0.698438, iou_loss = 0.163202, total_loss = 0.861639 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.621621), count: 7, class_loss = 1.910373, iou_loss = 0.971505, total_loss = 2.881878 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.416553), count: 1, class_loss = 0.196520, iou_loss = 0.430833, total_loss = 0.627354 \n",
            " total_bbox = 119381, rewritten_bbox = 0.163343 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.433741), count: 4, class_loss = 0.779069, iou_loss = 1.109824, total_loss = 1.888893 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.691944), count: 2, class_loss = 0.498221, iou_loss = 0.127305, total_loss = 0.625526 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.457450), count: 2, class_loss = 0.562329, iou_loss = 0.951193, total_loss = 1.513522 \n",
            " total_bbox = 119389, rewritten_bbox = 0.163332 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.564785), count: 5, class_loss = 0.885535, iou_loss = 0.743519, total_loss = 1.629054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.491844), count: 6, class_loss = 2.116172, iou_loss = 1.787833, total_loss = 3.904005 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.601517), count: 3, class_loss = 1.157249, iou_loss = 0.548585, total_loss = 1.705834 \n",
            " total_bbox = 119403, rewritten_bbox = 0.163312 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.719349), count: 5, class_loss = 0.769689, iou_loss = 0.278369, total_loss = 1.048058 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.541060), count: 3, class_loss = 0.759322, iou_loss = 0.751081, total_loss = 1.510403 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000636, iou_loss = 0.000000, total_loss = 0.000636 \n",
            " total_bbox = 119411, rewritten_bbox = 0.163302 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.002331, iou_loss = 0.000000, total_loss = 0.002331 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.470037), count: 3, class_loss = 0.745884, iou_loss = 0.933033, total_loss = 1.678917 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.168263), count: 1, class_loss = 0.252479, iou_loss = 0.976810, total_loss = 1.229288 \n",
            " total_bbox = 119415, rewritten_bbox = 0.163296 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.632204), count: 4, class_loss = 0.989654, iou_loss = 0.498288, total_loss = 1.487941 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004110, iou_loss = 0.000000, total_loss = 0.004110 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.837982), count: 1, class_loss = 0.119783, iou_loss = 0.050910, total_loss = 0.170692 \n",
            " total_bbox = 119420, rewritten_bbox = 0.163289 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.575607), count: 4, class_loss = 0.880113, iou_loss = 0.480097, total_loss = 1.360210 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.509134), count: 4, class_loss = 1.422074, iou_loss = 1.099971, total_loss = 2.522046 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.287690), count: 11, class_loss = 2.419268, iou_loss = 5.357965, total_loss = 7.777233 \n",
            " total_bbox = 119439, rewritten_bbox = 0.163263 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.414649), count: 2, class_loss = 0.545661, iou_loss = 0.484538, total_loss = 1.030199 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.657138), count: 2, class_loss = 0.564346, iou_loss = 0.171003, total_loss = 0.735350 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.542869), count: 1, class_loss = 0.266992, iou_loss = 0.213439, total_loss = 0.480431 \n",
            " total_bbox = 119444, rewritten_bbox = 0.163256 % \n",
            "\u001b]2;824/10000: loss=1.4 hours left=13.1\u0007\n",
            " 824: 1.369936, 1.408617 avg loss, 0.000461 rate, 2.700210 seconds, 52736 images, 13.143895 hours left\n",
            "Loaded: 0.000066 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.458795), count: 4, class_loss = 0.562519, iou_loss = 0.834458, total_loss = 1.396978 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.529299), count: 4, class_loss = 1.387548, iou_loss = 1.017683, total_loss = 2.405231 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.455242), count: 7, class_loss = 3.734632, iou_loss = 2.221779, total_loss = 5.956410 \n",
            " total_bbox = 119459, rewritten_bbox = 0.163236 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.728615), count: 2, class_loss = 0.138004, iou_loss = 0.103015, total_loss = 0.241019 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.565911), count: 1, class_loss = 0.313603, iou_loss = 0.148299, total_loss = 0.461902 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.263266), count: 2, class_loss = 0.315209, iou_loss = 1.856316, total_loss = 2.171525 \n",
            " total_bbox = 119464, rewritten_bbox = 0.163229 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.653463), count: 3, class_loss = 0.766336, iou_loss = 0.329911, total_loss = 1.096247 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.541614), count: 2, class_loss = 0.535136, iou_loss = 0.323399, total_loss = 0.858535 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.604217), count: 1, class_loss = 0.254924, iou_loss = 0.096327, total_loss = 0.351252 \n",
            " total_bbox = 119470, rewritten_bbox = 0.163221 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.503897), count: 2, class_loss = 0.524031, iou_loss = 0.438899, total_loss = 0.962930 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.368101), count: 1, class_loss = 0.436412, iou_loss = 0.300331, total_loss = 0.736744 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.346996), count: 1, class_loss = 0.067888, iou_loss = 0.553295, total_loss = 0.621182 \n",
            " total_bbox = 119474, rewritten_bbox = 0.163215 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.571138), count: 5, class_loss = 1.243666, iou_loss = 1.013723, total_loss = 2.257389 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.758659), count: 1, class_loss = 0.368019, iou_loss = 0.060412, total_loss = 0.428431 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003483, iou_loss = 0.000000, total_loss = 0.003483 \n",
            " total_bbox = 119480, rewritten_bbox = 0.163207 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.570217), count: 7, class_loss = 2.601733, iou_loss = 1.080707, total_loss = 3.682440 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739706), count: 1, class_loss = 0.363932, iou_loss = 0.061446, total_loss = 0.425377 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000520, iou_loss = 0.000000, total_loss = 0.000520 \n",
            " total_bbox = 119488, rewritten_bbox = 0.163196 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.582907), count: 5, class_loss = 1.588631, iou_loss = 0.695993, total_loss = 2.284624 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.608635), count: 8, class_loss = 2.036383, iou_loss = 1.411996, total_loss = 3.448380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.529849), count: 2, class_loss = 0.827547, iou_loss = 0.405562, total_loss = 1.233108 \n",
            " total_bbox = 119503, rewritten_bbox = 0.163176 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.718106), count: 3, class_loss = 0.862585, iou_loss = 0.162532, total_loss = 1.025117 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.561163), count: 1, class_loss = 0.240502, iou_loss = 0.125317, total_loss = 0.365819 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.383806), count: 1, class_loss = 0.304403, iou_loss = 0.484863, total_loss = 0.789266 \n",
            " total_bbox = 119508, rewritten_bbox = 0.163169 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.587680), count: 5, class_loss = 0.953705, iou_loss = 0.689299, total_loss = 1.643004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.845115), count: 1, class_loss = 0.334335, iou_loss = 0.022788, total_loss = 0.357124 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.261395), count: 3, class_loss = 0.886128, iou_loss = 1.860514, total_loss = 2.746643 \n",
            " total_bbox = 119517, rewritten_bbox = 0.163157 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.558519), count: 4, class_loss = 0.707182, iou_loss = 0.775226, total_loss = 1.482408 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.700037), count: 2, class_loss = 0.425951, iou_loss = 0.213343, total_loss = 0.639294 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.454632), count: 1, class_loss = 0.023497, iou_loss = 0.264561, total_loss = 0.288058 \n",
            " total_bbox = 119524, rewritten_bbox = 0.163147 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.572301), count: 5, class_loss = 1.409569, iou_loss = 0.724372, total_loss = 2.133941 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.583795), count: 6, class_loss = 2.756386, iou_loss = 1.363530, total_loss = 4.119916 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002776, iou_loss = 0.000000, total_loss = 0.002776 \n",
            " total_bbox = 119535, rewritten_bbox = 0.163132 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.545302), count: 4, class_loss = 1.267027, iou_loss = 0.580418, total_loss = 1.847445 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.763572), count: 2, class_loss = 0.679264, iou_loss = 0.200228, total_loss = 0.879492 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.646771), count: 1, class_loss = 0.438057, iou_loss = 0.119169, total_loss = 0.557226 \n",
            " total_bbox = 119542, rewritten_bbox = 0.163123 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.548152), count: 6, class_loss = 1.461209, iou_loss = 1.108734, total_loss = 2.569943 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.914321), count: 1, class_loss = 0.290609, iou_loss = 0.021090, total_loss = 0.311699 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.610745), count: 1, class_loss = 0.122847, iou_loss = 0.102453, total_loss = 0.225300 \n",
            " total_bbox = 119550, rewritten_bbox = 0.163112 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.629993), count: 2, class_loss = 0.405953, iou_loss = 0.273121, total_loss = 0.679074 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.606131), count: 17, class_loss = 4.707667, iou_loss = 2.582094, total_loss = 7.289761 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.495021), count: 3, class_loss = 0.735145, iou_loss = 0.818941, total_loss = 1.554086 \n",
            " total_bbox = 119572, rewritten_bbox = 0.163082 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.633246), count: 4, class_loss = 0.531795, iou_loss = 0.371560, total_loss = 0.903356 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.006638, iou_loss = 0.000000, total_loss = 0.006638 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000425, iou_loss = 0.000000, total_loss = 0.000425 \n",
            " total_bbox = 119576, rewritten_bbox = 0.163076 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.592157), count: 5, class_loss = 1.004282, iou_loss = 1.265206, total_loss = 2.269487 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.615322), count: 2, class_loss = 0.321896, iou_loss = 0.470445, total_loss = 0.792341 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008677, iou_loss = 0.000000, total_loss = 0.008677 \n",
            " total_bbox = 119583, rewritten_bbox = 0.163067 % \n",
            "\u001b]2;825/10000: loss=1.4 hours left=13.1\u0007\n",
            " 825: 1.385667, 1.406322 avg loss, 0.000463 rate, 2.693406 seconds, 52800 images, 13.081284 hours left\n",
            "Loaded: 0.000059 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.572306), count: 4, class_loss = 0.826290, iou_loss = 0.567541, total_loss = 1.393831 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.669082), count: 2, class_loss = 0.768267, iou_loss = 0.184573, total_loss = 0.952839 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.432194), count: 3, class_loss = 1.094499, iou_loss = 2.965669, total_loss = 4.060168 \n",
            " total_bbox = 119592, rewritten_bbox = 0.163054 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.700540), count: 3, class_loss = 0.741819, iou_loss = 0.224190, total_loss = 0.966009 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.065509, iou_loss = 0.000000, total_loss = 0.065509 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.543195), count: 3, class_loss = 0.796251, iou_loss = 0.957454, total_loss = 1.753706 \n",
            " total_bbox = 119598, rewritten_bbox = 0.163046 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.573101), count: 5, class_loss = 1.162631, iou_loss = 0.635689, total_loss = 1.798320 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.609416), count: 3, class_loss = 0.806882, iou_loss = 0.455976, total_loss = 1.262858 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.369805), count: 2, class_loss = 0.404070, iou_loss = 1.374712, total_loss = 1.778782 \n",
            " total_bbox = 119608, rewritten_bbox = 0.163033 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.637210), count: 2, class_loss = 0.331248, iou_loss = 0.237666, total_loss = 0.568914 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.572444), count: 16, class_loss = 4.550844, iou_loss = 3.932595, total_loss = 8.483439 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001085, iou_loss = 0.000000, total_loss = 0.001085 \n",
            " total_bbox = 119626, rewritten_bbox = 0.163008 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.667807), count: 7, class_loss = 1.479800, iou_loss = 0.813833, total_loss = 2.293634 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.410688), count: 1, class_loss = 0.447983, iou_loss = 0.310473, total_loss = 0.758456 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.253075), count: 3, class_loss = 1.476643, iou_loss = 3.733182, total_loss = 5.209826 \n",
            " total_bbox = 119637, rewritten_bbox = 0.162993 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.568318), count: 6, class_loss = 1.339868, iou_loss = 0.879703, total_loss = 2.219571 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.009676, iou_loss = 0.000000, total_loss = 0.009676 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.538107), count: 1, class_loss = 0.497674, iou_loss = 0.199866, total_loss = 0.697540 \n",
            " total_bbox = 119644, rewritten_bbox = 0.162984 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.661716), count: 2, class_loss = 0.771780, iou_loss = 0.150014, total_loss = 0.921794 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.567730), count: 6, class_loss = 2.424942, iou_loss = 1.235121, total_loss = 3.660063 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.467568), count: 2, class_loss = 0.711457, iou_loss = 0.593717, total_loss = 1.305173 \n",
            " total_bbox = 119654, rewritten_bbox = 0.162970 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.522705), count: 3, class_loss = 0.201261, iou_loss = 0.450337, total_loss = 0.651598 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.543042), count: 1, class_loss = 0.732185, iou_loss = 0.111627, total_loss = 0.843812 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.296922), count: 1, class_loss = 0.170913, iou_loss = 0.746121, total_loss = 0.917034 \n",
            " total_bbox = 119659, rewritten_bbox = 0.162963 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.665184), count: 6, class_loss = 1.718430, iou_loss = 0.561224, total_loss = 2.279653 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.525494), count: 3, class_loss = 1.226008, iou_loss = 0.686579, total_loss = 1.912587 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002184, iou_loss = 0.000000, total_loss = 0.002184 \n",
            " total_bbox = 119668, rewritten_bbox = 0.162951 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.650599), count: 4, class_loss = 0.861383, iou_loss = 0.413419, total_loss = 1.274802 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.711699), count: 1, class_loss = 0.424755, iou_loss = 0.075954, total_loss = 0.500709 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000333, iou_loss = 0.000000, total_loss = 0.000333 \n",
            " total_bbox = 119673, rewritten_bbox = 0.162944 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.570832), count: 7, class_loss = 1.657016, iou_loss = 1.290176, total_loss = 2.947192 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.699594), count: 3, class_loss = 0.973144, iou_loss = 0.305128, total_loss = 1.278272 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.012199, iou_loss = 0.000000, total_loss = 0.012199 \n",
            " total_bbox = 119683, rewritten_bbox = 0.162930 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.695744), count: 3, class_loss = 0.936312, iou_loss = 0.224591, total_loss = 1.160904 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.558064), count: 1, class_loss = 0.263133, iou_loss = 0.119305, total_loss = 0.382438 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000244, iou_loss = 0.000000, total_loss = 0.000244 \n",
            " total_bbox = 119687, rewritten_bbox = 0.162925 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.475091), count: 3, class_loss = 0.370790, iou_loss = 0.543214, total_loss = 0.914004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.688371), count: 3, class_loss = 1.696816, iou_loss = 0.449525, total_loss = 2.146341 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.043178, iou_loss = 0.000000, total_loss = 0.043178 \n",
            " total_bbox = 119693, rewritten_bbox = 0.162917 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.497182), count: 2, class_loss = 0.243110, iou_loss = 0.553472, total_loss = 0.796582 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.578198), count: 4, class_loss = 0.581233, iou_loss = 0.629767, total_loss = 1.211000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.501010), count: 2, class_loss = 1.027915, iou_loss = 0.911904, total_loss = 1.939819 \n",
            " total_bbox = 119701, rewritten_bbox = 0.162906 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.638602), count: 7, class_loss = 1.773717, iou_loss = 0.836150, total_loss = 2.609867 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.577007), count: 3, class_loss = 0.714929, iou_loss = 0.475048, total_loss = 1.189976 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.023891, iou_loss = 0.000000, total_loss = 0.023891 \n",
            " total_bbox = 119711, rewritten_bbox = 0.162892 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.600056), count: 7, class_loss = 1.775631, iou_loss = 0.959017, total_loss = 2.734648 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.535450), count: 13, class_loss = 4.859384, iou_loss = 3.231473, total_loss = 8.090858 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.634946), count: 4, class_loss = 2.104497, iou_loss = 0.492747, total_loss = 2.597244 \n",
            " total_bbox = 119735, rewritten_bbox = 0.162860 % \n",
            "\u001b]2;826/10000: loss=1.6 hours left=13.0\u0007\n",
            " 826: 1.637970, 1.429487 avg loss, 0.000466 rate, 2.652058 seconds, 52864 images, 13.019118 hours left\n",
            "Loaded: 0.000073 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.625586), count: 4, class_loss = 0.834532, iou_loss = 0.506527, total_loss = 1.341059 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.607255), count: 1, class_loss = 0.166191, iou_loss = 0.109689, total_loss = 0.275881 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.263433), count: 2, class_loss = 0.459038, iou_loss = 1.086652, total_loss = 1.545690 \n",
            " total_bbox = 119742, rewritten_bbox = 0.162850 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.624335), count: 4, class_loss = 1.190284, iou_loss = 0.724801, total_loss = 1.915085 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.502477), count: 2, class_loss = 0.437212, iou_loss = 0.421023, total_loss = 0.858235 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000240, iou_loss = 0.000000, total_loss = 0.000240 \n",
            " total_bbox = 119748, rewritten_bbox = 0.162842 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.492457), count: 7, class_loss = 1.621232, iou_loss = 1.303619, total_loss = 2.924852 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.496625), count: 1, class_loss = 0.285156, iou_loss = 0.219652, total_loss = 0.504808 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.406132), count: 1, class_loss = 0.446549, iou_loss = 0.407532, total_loss = 0.854081 \n",
            " total_bbox = 119757, rewritten_bbox = 0.162830 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.641601), count: 6, class_loss = 1.251871, iou_loss = 0.536351, total_loss = 1.788222 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.560887), count: 4, class_loss = 1.282090, iou_loss = 0.654470, total_loss = 1.936561 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001277, iou_loss = 0.000000, total_loss = 0.001277 \n",
            " total_bbox = 119767, rewritten_bbox = 0.162816 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.603596), count: 3, class_loss = 0.378159, iou_loss = 0.257241, total_loss = 0.635400 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.042097, iou_loss = 0.000000, total_loss = 0.042097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.050575), count: 1, class_loss = 0.300992, iou_loss = 2.730403, total_loss = 3.031395 \n",
            " total_bbox = 119771, rewritten_bbox = 0.162811 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.623428), count: 5, class_loss = 0.740441, iou_loss = 0.606617, total_loss = 1.347058 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.517293), count: 2, class_loss = 0.968269, iou_loss = 0.445630, total_loss = 1.413898 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.377522), count: 2, class_loss = 0.436886, iou_loss = 1.133626, total_loss = 1.570512 \n",
            " total_bbox = 119780, rewritten_bbox = 0.162798 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.594142), count: 6, class_loss = 0.762285, iou_loss = 0.635646, total_loss = 1.397931 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.466429), count: 4, class_loss = 1.655589, iou_loss = 1.289600, total_loss = 2.945189 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513728), count: 3, class_loss = 1.523240, iou_loss = 0.720798, total_loss = 2.244038 \n",
            " total_bbox = 119793, rewritten_bbox = 0.162781 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.017281, iou_loss = 0.000000, total_loss = 0.017281 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.140994, iou_loss = 0.000000, total_loss = 0.140994 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.409842), count: 4, class_loss = 0.640300, iou_loss = 2.475618, total_loss = 3.115918 \n",
            " total_bbox = 119797, rewritten_bbox = 0.162775 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.554458), count: 9, class_loss = 2.048785, iou_loss = 1.249982, total_loss = 3.298767 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785321), count: 2, class_loss = 0.861154, iou_loss = 0.243718, total_loss = 1.104872 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000735, iou_loss = 0.000000, total_loss = 0.000735 \n",
            " total_bbox = 119808, rewritten_bbox = 0.162760 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.620598), count: 5, class_loss = 1.554506, iou_loss = 0.601849, total_loss = 2.156355 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.528874), count: 5, class_loss = 1.140460, iou_loss = 1.004521, total_loss = 2.144981 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.543376), count: 3, class_loss = 0.937425, iou_loss = 0.641790, total_loss = 1.579214 \n",
            " total_bbox = 119821, rewritten_bbox = 0.162743 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.527065), count: 5, class_loss = 1.638388, iou_loss = 1.037649, total_loss = 2.676037 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.539292), count: 3, class_loss = 1.310756, iou_loss = 0.722213, total_loss = 2.032970 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.344780), count: 3, class_loss = 1.082890, iou_loss = 1.676171, total_loss = 2.759062 \n",
            " total_bbox = 119832, rewritten_bbox = 0.162728 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.664187), count: 3, class_loss = 0.454844, iou_loss = 0.268568, total_loss = 0.723412 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.722208), count: 2, class_loss = 0.504766, iou_loss = 0.124587, total_loss = 0.629353 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.014670, iou_loss = 0.000000, total_loss = 0.014670 \n",
            " total_bbox = 119837, rewritten_bbox = 0.162721 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.540794), count: 3, class_loss = 0.789425, iou_loss = 0.266849, total_loss = 1.056273 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.012296, iou_loss = 0.000000, total_loss = 0.012296 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000558, iou_loss = 0.000000, total_loss = 0.000558 \n",
            " total_bbox = 119840, rewritten_bbox = 0.162717 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.725752), count: 1, class_loss = 0.177091, iou_loss = 0.092532, total_loss = 0.269622 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.361935), count: 2, class_loss = 1.013053, iou_loss = 1.077030, total_loss = 2.090083 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.380244), count: 3, class_loss = 1.074639, iou_loss = 2.174314, total_loss = 3.248953 \n",
            " total_bbox = 119846, rewritten_bbox = 0.162709 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.308189), count: 1, class_loss = 0.831731, iou_loss = 0.433902, total_loss = 1.265633 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.531312), count: 5, class_loss = 1.525417, iou_loss = 1.248927, total_loss = 2.774344 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.649801), count: 1, class_loss = 0.174782, iou_loss = 0.136804, total_loss = 0.311586 \n",
            " total_bbox = 119853, rewritten_bbox = 0.162699 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.572337), count: 3, class_loss = 0.560038, iou_loss = 0.345025, total_loss = 0.905063 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.571748), count: 6, class_loss = 1.975762, iou_loss = 1.249030, total_loss = 3.224792 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.552095), count: 1, class_loss = 0.128579, iou_loss = 0.056734, total_loss = 0.185312 \n",
            " total_bbox = 119863, rewritten_bbox = 0.162686 % \n",
            "\u001b]2;827/10000: loss=1.4 hours left=13.0\u0007\n",
            " 827: 1.381514, 1.424689 avg loss, 0.000468 rate, 2.670594 seconds, 52928 images, 12.956512 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.708166), count: 2, class_loss = 0.207602, iou_loss = 0.176643, total_loss = 0.384245 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.643737), count: 1, class_loss = 0.294259, iou_loss = 0.091850, total_loss = 0.386109 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.485442), count: 2, class_loss = 0.572415, iou_loss = 0.478107, total_loss = 1.050521 \n",
            " total_bbox = 119868, rewritten_bbox = 0.162679 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.595468), count: 4, class_loss = 0.937694, iou_loss = 0.490068, total_loss = 1.427762 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.865721), count: 1, class_loss = 0.106800, iou_loss = 0.012454, total_loss = 0.119254 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000282, iou_loss = 0.000000, total_loss = 0.000282 \n",
            " total_bbox = 119873, rewritten_bbox = 0.162672 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.351737), count: 1, class_loss = 0.401486, iou_loss = 0.280113, total_loss = 0.681599 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.020664, iou_loss = 0.000000, total_loss = 0.020664 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.346678), count: 4, class_loss = 0.704093, iou_loss = 1.525724, total_loss = 2.229817 \n",
            " total_bbox = 119878, rewritten_bbox = 0.162665 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.515788), count: 3, class_loss = 0.575561, iou_loss = 0.544741, total_loss = 1.120302 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.593588), count: 10, class_loss = 2.854573, iou_loss = 2.045367, total_loss = 4.899940 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.400741), count: 2, class_loss = 0.599445, iou_loss = 0.881749, total_loss = 1.481195 \n",
            " total_bbox = 119893, rewritten_bbox = 0.162645 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.553342), count: 4, class_loss = 1.175105, iou_loss = 0.967882, total_loss = 2.142988 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.575969), count: 4, class_loss = 1.116204, iou_loss = 0.863246, total_loss = 1.979450 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.546135), count: 5, class_loss = 1.408459, iou_loss = 0.760427, total_loss = 2.168886 \n",
            " total_bbox = 119906, rewritten_bbox = 0.162627 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.669010), count: 5, class_loss = 1.981632, iou_loss = 0.496935, total_loss = 2.478567 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.518985), count: 6, class_loss = 1.971336, iou_loss = 1.281611, total_loss = 3.252947 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000245, iou_loss = 0.000000, total_loss = 0.000245 \n",
            " total_bbox = 119917, rewritten_bbox = 0.162612 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.637212), count: 4, class_loss = 1.072915, iou_loss = 0.359760, total_loss = 1.432675 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.583501), count: 3, class_loss = 0.342698, iou_loss = 0.466523, total_loss = 0.809221 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003231, iou_loss = 0.000000, total_loss = 0.003231 \n",
            " total_bbox = 119924, rewritten_bbox = 0.162603 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.472723), count: 3, class_loss = 0.656680, iou_loss = 0.660042, total_loss = 1.316722 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.620591), count: 8, class_loss = 2.388214, iou_loss = 1.407834, total_loss = 3.796048 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.419328), count: 1, class_loss = 0.514415, iou_loss = 0.226782, total_loss = 0.741197 \n",
            " total_bbox = 119936, rewritten_bbox = 0.162587 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.646707), count: 4, class_loss = 0.963505, iou_loss = 0.526592, total_loss = 1.490097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.799272), count: 2, class_loss = 0.358833, iou_loss = 0.064614, total_loss = 0.423447 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.238258), count: 1, class_loss = 0.296292, iou_loss = 0.800515, total_loss = 1.096807 \n",
            " total_bbox = 119943, rewritten_bbox = 0.162577 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.629894), count: 4, class_loss = 0.817491, iou_loss = 0.355394, total_loss = 1.172884 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.354908), count: 1, class_loss = 0.066330, iou_loss = 0.323549, total_loss = 0.389879 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002767, iou_loss = 0.000000, total_loss = 0.002767 \n",
            " total_bbox = 119948, rewritten_bbox = 0.162570 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.555120), count: 3, class_loss = 0.351942, iou_loss = 0.380747, total_loss = 0.732689 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.010340, iou_loss = 0.000000, total_loss = 0.010340 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.413084), count: 2, class_loss = 0.351544, iou_loss = 0.548478, total_loss = 0.900023 \n",
            " total_bbox = 119953, rewritten_bbox = 0.162564 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.543594), count: 5, class_loss = 1.263678, iou_loss = 0.691129, total_loss = 1.954807 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.426388), count: 2, class_loss = 0.661720, iou_loss = 0.804660, total_loss = 1.466381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.651391), count: 3, class_loss = 1.057183, iou_loss = 0.497071, total_loss = 1.554254 \n",
            " total_bbox = 119963, rewritten_bbox = 0.162550 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.653978), count: 6, class_loss = 1.712826, iou_loss = 0.544374, total_loss = 2.257200 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.599495), count: 3, class_loss = 0.884821, iou_loss = 0.491484, total_loss = 1.376305 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000114, iou_loss = 0.000000, total_loss = 0.000114 \n",
            " total_bbox = 119972, rewritten_bbox = 0.162538 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.794288), count: 1, class_loss = 0.186482, iou_loss = 0.067015, total_loss = 0.253496 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.716489), count: 1, class_loss = 0.271640, iou_loss = 0.172561, total_loss = 0.444201 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.622065), count: 3, class_loss = 0.296741, iou_loss = 0.391576, total_loss = 0.688317 \n",
            " total_bbox = 119977, rewritten_bbox = 0.162531 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.691534), count: 3, class_loss = 0.828383, iou_loss = 0.191592, total_loss = 1.019974 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.636037), count: 3, class_loss = 0.996503, iou_loss = 0.591672, total_loss = 1.588175 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.599246), count: 2, class_loss = 0.741842, iou_loss = 0.449526, total_loss = 1.191368 \n",
            " total_bbox = 119985, rewritten_bbox = 0.162520 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.596903), count: 4, class_loss = 1.502699, iou_loss = 0.366400, total_loss = 1.869099 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.007640, iou_loss = 0.000000, total_loss = 0.007640 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.391324), count: 1, class_loss = 0.253712, iou_loss = 0.286383, total_loss = 0.540095 \n",
            " total_bbox = 119990, rewritten_bbox = 0.162514 % \n",
            "\u001b]2;828/10000: loss=1.2 hours left=12.9\u0007\n",
            " 828: 1.174046, 1.399625 avg loss, 0.000470 rate, 2.629491 seconds, 52992 images, 12.894997 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.641139), count: 2, class_loss = 0.520243, iou_loss = 0.212188, total_loss = 0.732432 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.536634), count: 8, class_loss = 2.038835, iou_loss = 1.703476, total_loss = 3.742311 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.255097), count: 1, class_loss = 0.262763, iou_loss = 0.469497, total_loss = 0.732259 \n",
            " total_bbox = 120001, rewritten_bbox = 0.162499 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602424), count: 6, class_loss = 0.985273, iou_loss = 0.749422, total_loss = 1.734694 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.535292), count: 3, class_loss = 1.094884, iou_loss = 0.552397, total_loss = 1.647282 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.456583), count: 1, class_loss = 0.477430, iou_loss = 0.333392, total_loss = 0.810822 \n",
            " total_bbox = 120011, rewritten_bbox = 0.162485 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.633872), count: 3, class_loss = 0.848756, iou_loss = 0.291279, total_loss = 1.140035 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.541491), count: 3, class_loss = 0.570284, iou_loss = 0.611183, total_loss = 1.181467 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007342, iou_loss = 0.000000, total_loss = 0.007342 \n",
            " total_bbox = 120017, rewritten_bbox = 0.162477 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.668432), count: 6, class_loss = 2.150146, iou_loss = 0.540742, total_loss = 2.690888 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.545671), count: 4, class_loss = 1.425390, iou_loss = 0.743394, total_loss = 2.168785 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.015851, iou_loss = 0.000000, total_loss = 0.015851 \n",
            " total_bbox = 120027, rewritten_bbox = 0.162463 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.713123), count: 3, class_loss = 0.495622, iou_loss = 0.227411, total_loss = 0.723033 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.490405), count: 3, class_loss = 1.142617, iou_loss = 0.780494, total_loss = 1.923111 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000521, iou_loss = 0.000000, total_loss = 0.000521 \n",
            " total_bbox = 120033, rewritten_bbox = 0.162455 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.446804), count: 3, class_loss = 0.381463, iou_loss = 0.514496, total_loss = 0.895960 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.352451), count: 2, class_loss = 0.527714, iou_loss = 1.053205, total_loss = 1.580919 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007417, iou_loss = 0.000000, total_loss = 0.007417 \n",
            " total_bbox = 120038, rewritten_bbox = 0.162449 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.564679), count: 5, class_loss = 1.079103, iou_loss = 0.747847, total_loss = 1.826950 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.013491, iou_loss = 0.000000, total_loss = 0.013491 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001353, iou_loss = 0.000000, total_loss = 0.001353 \n",
            " total_bbox = 120043, rewritten_bbox = 0.162442 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.626764), count: 4, class_loss = 0.817205, iou_loss = 0.532648, total_loss = 1.349853 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.508834), count: 6, class_loss = 1.603179, iou_loss = 1.315951, total_loss = 2.919130 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.378333), count: 6, class_loss = 2.237767, iou_loss = 2.577553, total_loss = 4.815320 \n",
            " total_bbox = 120059, rewritten_bbox = 0.162420 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.514170), count: 6, class_loss = 1.249113, iou_loss = 1.834633, total_loss = 3.083746 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.489480), count: 9, class_loss = 2.509698, iou_loss = 2.455356, total_loss = 4.965055 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.538368), count: 5, class_loss = 2.103595, iou_loss = 1.307788, total_loss = 3.411383 \n",
            " total_bbox = 120079, rewritten_bbox = 0.162393 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.585254), count: 5, class_loss = 1.096914, iou_loss = 0.486005, total_loss = 1.582919 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.175623, iou_loss = 0.000000, total_loss = 0.175623 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.597554), count: 2, class_loss = 0.451890, iou_loss = 0.375320, total_loss = 0.827211 \n",
            " total_bbox = 120086, rewritten_bbox = 0.162384 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.695576), count: 5, class_loss = 1.218123, iou_loss = 0.334808, total_loss = 1.552931 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.397419), count: 1, class_loss = 0.240689, iou_loss = 0.339456, total_loss = 0.580145 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.466764), count: 1, class_loss = 0.081261, iou_loss = 0.286793, total_loss = 0.368054 \n",
            " total_bbox = 120093, rewritten_bbox = 0.162374 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.586681), count: 3, class_loss = 0.408441, iou_loss = 0.293701, total_loss = 0.702142 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.498484), count: 9, class_loss = 3.353096, iou_loss = 2.280983, total_loss = 5.634080 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.841306), count: 1, class_loss = 0.578399, iou_loss = 0.015557, total_loss = 0.593955 \n",
            " total_bbox = 120106, rewritten_bbox = 0.162357 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.637749), count: 4, class_loss = 0.730143, iou_loss = 0.512362, total_loss = 1.242506 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.279432), count: 2, class_loss = 0.383666, iou_loss = 1.605453, total_loss = 1.989119 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000237, iou_loss = 0.000000, total_loss = 0.000237 \n",
            " total_bbox = 120112, rewritten_bbox = 0.162348 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.525656), count: 3, class_loss = 0.659117, iou_loss = 0.689489, total_loss = 1.348606 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.618978), count: 8, class_loss = 3.292243, iou_loss = 1.059584, total_loss = 4.351827 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.491739), count: 4, class_loss = 1.137696, iou_loss = 0.737197, total_loss = 1.874893 \n",
            " total_bbox = 120127, rewritten_bbox = 0.162328 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.560103), count: 3, class_loss = 0.884732, iou_loss = 0.436013, total_loss = 1.320744 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.672102), count: 4, class_loss = 0.961333, iou_loss = 0.498753, total_loss = 1.460086 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.498932), count: 1, class_loss = 0.243239, iou_loss = 0.176368, total_loss = 0.419607 \n",
            " total_bbox = 120135, rewritten_bbox = 0.162317 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.584342), count: 4, class_loss = 0.675286, iou_loss = 0.700517, total_loss = 1.375802 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.475259), count: 1, class_loss = 0.229060, iou_loss = 0.218525, total_loss = 0.447586 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.363209), count: 4, class_loss = 1.334555, iou_loss = 1.320235, total_loss = 2.654789 \n",
            " total_bbox = 120144, rewritten_bbox = 0.162305 % \n",
            "\u001b]2;829/10000: loss=1.6 hours left=12.8\u0007\n",
            " 829: 1.554672, 1.415130 avg loss, 0.000472 rate, 2.678792 seconds, 53056 images, 12.833043 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.579059), count: 9, class_loss = 2.171800, iou_loss = 1.268852, total_loss = 3.440653 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.641576), count: 3, class_loss = 1.249181, iou_loss = 0.424852, total_loss = 1.674033 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.502070), count: 1, class_loss = 0.571053, iou_loss = 0.253015, total_loss = 0.824068 \n",
            " total_bbox = 120157, rewritten_bbox = 0.162288 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.621050), count: 3, class_loss = 0.641535, iou_loss = 0.253949, total_loss = 0.895484 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.547115), count: 2, class_loss = 0.372380, iou_loss = 0.437604, total_loss = 0.809984 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.572186), count: 2, class_loss = 0.370033, iou_loss = 0.346566, total_loss = 0.716598 \n",
            " total_bbox = 120164, rewritten_bbox = 0.162278 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.598764), count: 5, class_loss = 1.104903, iou_loss = 0.650638, total_loss = 1.755541 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.674451), count: 2, class_loss = 0.600808, iou_loss = 0.317744, total_loss = 0.918552 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000736, iou_loss = 0.000000, total_loss = 0.000736 \n",
            " total_bbox = 120171, rewritten_bbox = 0.162269 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.772022), count: 3, class_loss = 0.476695, iou_loss = 0.124288, total_loss = 0.600982 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.506979), count: 3, class_loss = 0.688663, iou_loss = 0.595201, total_loss = 1.283865 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.787595), count: 1, class_loss = 0.272250, iou_loss = 0.023080, total_loss = 0.295331 \n",
            " total_bbox = 120178, rewritten_bbox = 0.162259 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.644698), count: 6, class_loss = 1.502506, iou_loss = 0.649244, total_loss = 2.151750 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.548653), count: 2, class_loss = 0.285648, iou_loss = 0.336641, total_loss = 0.622289 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.399360), count: 1, class_loss = 0.427890, iou_loss = 0.491249, total_loss = 0.919139 \n",
            " total_bbox = 120187, rewritten_bbox = 0.162247 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.576830), count: 2, class_loss = 0.466914, iou_loss = 0.214874, total_loss = 0.681788 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.639315), count: 3, class_loss = 0.887451, iou_loss = 0.301375, total_loss = 1.188827 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000680, iou_loss = 0.000000, total_loss = 0.000680 \n",
            " total_bbox = 120192, rewritten_bbox = 0.162240 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.488417), count: 3, class_loss = 0.877612, iou_loss = 0.452154, total_loss = 1.329766 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.527948), count: 8, class_loss = 2.849462, iou_loss = 2.111208, total_loss = 4.960670 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.521242), count: 6, class_loss = 3.231535, iou_loss = 1.060377, total_loss = 4.291913 \n",
            " total_bbox = 120209, rewritten_bbox = 0.162217 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.752233), count: 3, class_loss = 1.291812, iou_loss = 0.233078, total_loss = 1.524890 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.577034), count: 3, class_loss = 0.352802, iou_loss = 0.378871, total_loss = 0.731673 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.282703), count: 1, class_loss = 0.252103, iou_loss = 0.445547, total_loss = 0.697651 \n",
            " total_bbox = 120216, rewritten_bbox = 0.162208 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.567281), count: 5, class_loss = 1.581427, iou_loss = 0.715270, total_loss = 2.296697 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.557220), count: 11, class_loss = 2.410107, iou_loss = 2.093329, total_loss = 4.503436 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.556009), count: 2, class_loss = 0.961084, iou_loss = 0.264823, total_loss = 1.225907 \n",
            " total_bbox = 120234, rewritten_bbox = 0.162184 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.582599), count: 2, class_loss = 0.352538, iou_loss = 0.182529, total_loss = 0.535067 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.666722), count: 3, class_loss = 0.614570, iou_loss = 0.318766, total_loss = 0.933337 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.712184), count: 2, class_loss = 0.333113, iou_loss = 0.125552, total_loss = 0.458665 \n",
            " total_bbox = 120241, rewritten_bbox = 0.162174 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.529971), count: 4, class_loss = 0.948319, iou_loss = 0.760707, total_loss = 1.709027 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.564631), count: 3, class_loss = 0.514708, iou_loss = 0.590750, total_loss = 1.105458 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000071, iou_loss = 0.000000, total_loss = 0.000071 \n",
            " total_bbox = 120248, rewritten_bbox = 0.162165 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.224594, iou_loss = 0.000000, total_loss = 0.224594 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.439377), count: 3, class_loss = 1.131264, iou_loss = 0.961444, total_loss = 2.092707 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.339402), count: 3, class_loss = 0.618323, iou_loss = 1.890263, total_loss = 2.508587 \n",
            " total_bbox = 120254, rewritten_bbox = 0.162157 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.598369), count: 4, class_loss = 0.633272, iou_loss = 0.513323, total_loss = 1.146595 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.580462), count: 6, class_loss = 1.247107, iou_loss = 1.048873, total_loss = 2.295979 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.386646), count: 2, class_loss = 0.938252, iou_loss = 1.037689, total_loss = 1.975940 \n",
            " total_bbox = 120266, rewritten_bbox = 0.162141 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.701566), count: 5, class_loss = 1.072370, iou_loss = 0.438390, total_loss = 1.510760 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.541785), count: 1, class_loss = 0.352644, iou_loss = 0.306109, total_loss = 0.658753 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000120, iou_loss = 0.000000, total_loss = 0.000120 \n",
            " total_bbox = 120272, rewritten_bbox = 0.162133 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.668665), count: 3, class_loss = 0.338897, iou_loss = 0.240569, total_loss = 0.579465 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.660138), count: 2, class_loss = 0.546557, iou_loss = 0.126102, total_loss = 0.672659 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.573158), count: 1, class_loss = 0.235834, iou_loss = 0.032270, total_loss = 0.268104 \n",
            " total_bbox = 120278, rewritten_bbox = 0.162124 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.651581), count: 1, class_loss = 0.189782, iou_loss = 0.067044, total_loss = 0.256826 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.620359), count: 3, class_loss = 0.595794, iou_loss = 0.273641, total_loss = 0.869434 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.601185), count: 1, class_loss = 0.163546, iou_loss = 0.046414, total_loss = 0.209960 \n",
            " total_bbox = 120283, rewritten_bbox = 0.162118 % \n",
            "\u001b]2;830/10000: loss=1.3 hours left=12.8\u0007\n",
            " 830: 1.257396, 1.399356 avg loss, 0.000475 rate, 2.720735 seconds, 53120 images, 12.772957 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 320 x 320 \n",
            " try to allocate additional workspace_size = 142.61 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000052 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.583590), count: 6, class_loss = 1.261092, iou_loss = 0.837716, total_loss = 2.098808 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.022813, iou_loss = 0.000000, total_loss = 0.022813 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.275176), count: 3, class_loss = 1.092993, iou_loss = 6.341005, total_loss = 7.433999 \n",
            " total_bbox = 120292, rewritten_bbox = 0.162106 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.638170), count: 3, class_loss = 0.842860, iou_loss = 0.259643, total_loss = 1.102503 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.658135), count: 2, class_loss = 0.548150, iou_loss = 0.164346, total_loss = 0.712496 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.340517), count: 2, class_loss = 0.512703, iou_loss = 0.864995, total_loss = 1.377698 \n",
            " total_bbox = 120299, rewritten_bbox = 0.162096 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.505889), count: 7, class_loss = 1.515855, iou_loss = 1.658967, total_loss = 3.174822 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002528, iou_loss = 0.000000, total_loss = 0.002528 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.303644), count: 2, class_loss = 0.452334, iou_loss = 0.705845, total_loss = 1.158178 \n",
            " total_bbox = 120308, rewritten_bbox = 0.162084 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684749), count: 3, class_loss = 0.357972, iou_loss = 0.325171, total_loss = 0.683143 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.590100), count: 3, class_loss = 0.988532, iou_loss = 0.582822, total_loss = 1.571354 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.328298), count: 2, class_loss = 0.466769, iou_loss = 1.204426, total_loss = 1.671195 \n",
            " total_bbox = 120316, rewritten_bbox = 0.162073 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.569734), count: 5, class_loss = 0.927018, iou_loss = 0.972124, total_loss = 1.899143 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.009179, iou_loss = 0.000000, total_loss = 0.009179 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.372554), count: 5, class_loss = 1.298943, iou_loss = 3.169482, total_loss = 4.468425 \n",
            " total_bbox = 120326, rewritten_bbox = 0.162060 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760880), count: 4, class_loss = 1.625053, iou_loss = 0.141844, total_loss = 1.766898 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.856105), count: 1, class_loss = 0.266113, iou_loss = 0.027350, total_loss = 0.293463 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.494362), count: 2, class_loss = 0.281592, iou_loss = 0.451702, total_loss = 0.733294 \n",
            " total_bbox = 120333, rewritten_bbox = 0.162050 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709215), count: 4, class_loss = 0.794923, iou_loss = 0.523729, total_loss = 1.318652 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003110, iou_loss = 0.000000, total_loss = 0.003110 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.452233), count: 1, class_loss = 0.254055, iou_loss = 0.110830, total_loss = 0.364885 \n",
            " total_bbox = 120338, rewritten_bbox = 0.162044 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.463380), count: 3, class_loss = 0.965951, iou_loss = 0.527644, total_loss = 1.493595 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.559111), count: 4, class_loss = 1.150683, iou_loss = 0.798203, total_loss = 1.948886 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.452779), count: 3, class_loss = 0.944695, iou_loss = 0.814326, total_loss = 1.759021 \n",
            " total_bbox = 120348, rewritten_bbox = 0.162030 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.588690), count: 7, class_loss = 1.519647, iou_loss = 1.195781, total_loss = 2.715427 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.528452), count: 3, class_loss = 0.840807, iou_loss = 0.514533, total_loss = 1.355340 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001226, iou_loss = 0.000000, total_loss = 0.001226 \n",
            " total_bbox = 120358, rewritten_bbox = 0.162017 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.688878), count: 2, class_loss = 0.484218, iou_loss = 0.136746, total_loss = 0.620964 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.453415), count: 1, class_loss = 0.358236, iou_loss = 0.295970, total_loss = 0.654206 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.620825), count: 1, class_loss = 0.116733, iou_loss = 0.088372, total_loss = 0.205105 \n",
            " total_bbox = 120362, rewritten_bbox = 0.162011 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.699374), count: 4, class_loss = 1.000288, iou_loss = 0.506523, total_loss = 1.506811 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.515773), count: 3, class_loss = 0.618928, iou_loss = 0.666225, total_loss = 1.285153 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.610325), count: 2, class_loss = 0.595965, iou_loss = 0.309092, total_loss = 0.905057 \n",
            " total_bbox = 120370, rewritten_bbox = 0.162000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.718662), count: 4, class_loss = 0.817502, iou_loss = 0.232283, total_loss = 1.049785 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.507015), count: 3, class_loss = 0.873831, iou_loss = 0.631737, total_loss = 1.505568 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000501, iou_loss = 0.000000, total_loss = 0.000501 \n",
            " total_bbox = 120377, rewritten_bbox = 0.161991 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.579424), count: 4, class_loss = 0.770318, iou_loss = 0.585786, total_loss = 1.356104 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.579550), count: 4, class_loss = 1.208548, iou_loss = 0.657530, total_loss = 1.866078 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.500270), count: 2, class_loss = 0.640796, iou_loss = 0.401965, total_loss = 1.042761 \n",
            " total_bbox = 120387, rewritten_bbox = 0.161978 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.525254), count: 3, class_loss = 0.356664, iou_loss = 0.474375, total_loss = 0.831039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.574747), count: 1, class_loss = 0.200759, iou_loss = 0.211750, total_loss = 0.412509 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003709, iou_loss = 0.000000, total_loss = 0.003709 \n",
            " total_bbox = 120391, rewritten_bbox = 0.161972 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.546568), count: 2, class_loss = 0.638040, iou_loss = 0.287836, total_loss = 0.925876 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.554654), count: 1, class_loss = 0.557543, iou_loss = 0.168664, total_loss = 0.726206 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.223569), count: 2, class_loss = 0.470094, iou_loss = 3.701481, total_loss = 4.171575 \n",
            " total_bbox = 120396, rewritten_bbox = 0.161966 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.577306), count: 6, class_loss = 2.073218, iou_loss = 1.106291, total_loss = 3.179508 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.577420), count: 4, class_loss = 1.274851, iou_loss = 0.901579, total_loss = 2.176430 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.493366), count: 1, class_loss = 0.289096, iou_loss = 0.331381, total_loss = 0.620478 \n",
            " total_bbox = 120407, rewritten_bbox = 0.161951 % \n",
            "\u001b]2;831/10000: loss=1.4 hours left=12.7\u0007\n",
            " 831: 1.378865, 1.397307 avg loss, 0.000477 rate, 2.574305 seconds, 53184 images, 12.714533 hours left\n",
            "Loaded: 0.000063 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.686703), count: 5, class_loss = 0.989876, iou_loss = 0.350247, total_loss = 1.340123 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.539812), count: 4, class_loss = 1.396838, iou_loss = 0.893960, total_loss = 2.290798 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.301534), count: 1, class_loss = 0.609650, iou_loss = 0.797794, total_loss = 1.407444 \n",
            " total_bbox = 120417, rewritten_bbox = 0.161937 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.690409), count: 5, class_loss = 1.101111, iou_loss = 0.363155, total_loss = 1.464266 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.420480), count: 1, class_loss = 0.241287, iou_loss = 0.223782, total_loss = 0.465069 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008610, iou_loss = 0.000000, total_loss = 0.008610 \n",
            " total_bbox = 120423, rewritten_bbox = 0.161929 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.700094), count: 4, class_loss = 1.168784, iou_loss = 0.424840, total_loss = 1.593624 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.682562), count: 1, class_loss = 0.438169, iou_loss = 0.165951, total_loss = 0.604121 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.301264), count: 1, class_loss = 0.270195, iou_loss = 0.356935, total_loss = 0.627130 \n",
            " total_bbox = 120429, rewritten_bbox = 0.161921 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.565245), count: 2, class_loss = 0.300879, iou_loss = 0.396153, total_loss = 0.697032 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.619344), count: 4, class_loss = 1.477243, iou_loss = 0.596061, total_loss = 2.073305 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.487093), count: 4, class_loss = 1.125528, iou_loss = 1.061449, total_loss = 2.186977 \n",
            " total_bbox = 120439, rewritten_bbox = 0.161908 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.779525), count: 2, class_loss = 0.552926, iou_loss = 0.077361, total_loss = 0.630288 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.616606), count: 9, class_loss = 2.686627, iou_loss = 1.225566, total_loss = 3.912193 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.536820), count: 1, class_loss = 0.258689, iou_loss = 0.093571, total_loss = 0.352259 \n",
            " total_bbox = 120451, rewritten_bbox = 0.161892 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760788), count: 1, class_loss = 0.268256, iou_loss = 0.041577, total_loss = 0.309832 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.555853), count: 5, class_loss = 1.522452, iou_loss = 0.880944, total_loss = 2.403396 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.556890), count: 2, class_loss = 0.960418, iou_loss = 0.577844, total_loss = 1.538263 \n",
            " total_bbox = 120459, rewritten_bbox = 0.161881 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.759014), count: 2, class_loss = 0.683183, iou_loss = 0.107228, total_loss = 0.790411 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.652563), count: 8, class_loss = 2.276380, iou_loss = 0.998034, total_loss = 3.274414 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.433028), count: 2, class_loss = 0.798854, iou_loss = 0.379176, total_loss = 1.178030 \n",
            " total_bbox = 120471, rewritten_bbox = 0.161865 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.572681), count: 5, class_loss = 1.238050, iou_loss = 0.725842, total_loss = 1.963892 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.537725), count: 8, class_loss = 1.992271, iou_loss = 2.211332, total_loss = 4.203602 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.402371), count: 6, class_loss = 2.863264, iou_loss = 7.643054, total_loss = 10.506318 \n",
            " total_bbox = 120490, rewritten_bbox = 0.161839 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.606750), count: 5, class_loss = 1.069141, iou_loss = 0.529145, total_loss = 1.598286 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.601639), count: 12, class_loss = 3.865313, iou_loss = 2.251541, total_loss = 6.116854 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.377234), count: 1, class_loss = 0.547180, iou_loss = 0.545664, total_loss = 1.092843 \n",
            " total_bbox = 120508, rewritten_bbox = 0.161815 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.655961), count: 3, class_loss = 0.475935, iou_loss = 0.292042, total_loss = 0.767978 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.367802), count: 3, class_loss = 0.787474, iou_loss = 1.641880, total_loss = 2.429355 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.364646), count: 1, class_loss = 0.317416, iou_loss = 0.543108, total_loss = 0.860524 \n",
            " total_bbox = 120515, rewritten_bbox = 0.161806 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789292), count: 1, class_loss = 0.193761, iou_loss = 0.063993, total_loss = 0.257755 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.640797), count: 2, class_loss = 0.935138, iou_loss = 0.319824, total_loss = 1.254961 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.300436), count: 5, class_loss = 1.177177, iou_loss = 1.706015, total_loss = 2.883191 \n",
            " total_bbox = 120523, rewritten_bbox = 0.161795 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814596), count: 2, class_loss = 0.907705, iou_loss = 0.034734, total_loss = 0.942440 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.609636), count: 22, class_loss = 6.719450, iou_loss = 3.573979, total_loss = 10.293429 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.565153), count: 2, class_loss = 0.647055, iou_loss = 0.273434, total_loss = 0.920489 \n",
            " total_bbox = 120549, rewritten_bbox = 0.161760 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.541486), count: 1, class_loss = 0.342300, iou_loss = 0.233681, total_loss = 0.575981 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.597183), count: 4, class_loss = 1.065289, iou_loss = 0.645377, total_loss = 1.710666 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.508114), count: 3, class_loss = 1.002237, iou_loss = 0.792356, total_loss = 1.794593 \n",
            " total_bbox = 120557, rewritten_bbox = 0.161749 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.615147), count: 4, class_loss = 1.748364, iou_loss = 0.832416, total_loss = 2.580780 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.541110), count: 4, class_loss = 1.386171, iou_loss = 1.527223, total_loss = 2.913394 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.676149), count: 2, class_loss = 0.855240, iou_loss = 0.279958, total_loss = 1.135198 \n",
            " total_bbox = 120567, rewritten_bbox = 0.161736 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.566711), count: 7, class_loss = 1.752605, iou_loss = 1.122874, total_loss = 2.875479 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.602359), count: 5, class_loss = 1.576005, iou_loss = 1.043373, total_loss = 2.619378 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.290261), count: 1, class_loss = 0.425640, iou_loss = 0.704721, total_loss = 1.130360 \n",
            " total_bbox = 120580, rewritten_bbox = 0.161718 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.621221), count: 1, class_loss = 0.114531, iou_loss = 0.061951, total_loss = 0.176482 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.529357), count: 1, class_loss = 0.284995, iou_loss = 0.279815, total_loss = 0.564811 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.375550), count: 15, class_loss = 3.416019, iou_loss = 4.653458, total_loss = 8.069477 \n",
            " total_bbox = 120597, rewritten_bbox = 0.161696 % \n",
            "\u001b]2;832/10000: loss=2.1 hours left=12.7\u0007\n",
            " 832: 2.112210, 1.468797 avg loss, 0.000479 rate, 2.630849 seconds, 53248 images, 12.652955 hours left\n",
            "Loaded: 0.000102 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.558179), count: 4, class_loss = 0.789957, iou_loss = 0.403977, total_loss = 1.193934 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008005, iou_loss = 0.000000, total_loss = 0.008005 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.473309), count: 2, class_loss = 0.423523, iou_loss = 0.724729, total_loss = 1.148252 \n",
            " total_bbox = 120603, rewritten_bbox = 0.161688 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.588335), count: 4, class_loss = 0.871069, iou_loss = 0.620543, total_loss = 1.491612 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008486, iou_loss = 0.000000, total_loss = 0.008486 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.488769), count: 1, class_loss = 0.068871, iou_loss = 0.248812, total_loss = 0.317683 \n",
            " total_bbox = 120608, rewritten_bbox = 0.161681 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.662223), count: 3, class_loss = 0.531175, iou_loss = 0.237728, total_loss = 0.768903 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.398483), count: 1, class_loss = 0.135440, iou_loss = 0.267118, total_loss = 0.402559 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.562556), count: 1, class_loss = 0.245706, iou_loss = 0.127097, total_loss = 0.372803 \n",
            " total_bbox = 120613, rewritten_bbox = 0.161674 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.786210), count: 3, class_loss = 0.495827, iou_loss = 0.135694, total_loss = 0.631521 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.392643), count: 1, class_loss = 0.041822, iou_loss = 0.450185, total_loss = 0.492007 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.027658, iou_loss = 0.000000, total_loss = 0.027658 \n",
            " total_bbox = 120617, rewritten_bbox = 0.161669 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.826669), count: 1, class_loss = 0.162284, iou_loss = 0.029951, total_loss = 0.192235 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.014825, iou_loss = 0.000000, total_loss = 0.014825 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.496784), count: 2, class_loss = 0.357615, iou_loss = 0.437800, total_loss = 0.795415 \n",
            " total_bbox = 120620, rewritten_bbox = 0.161665 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.555556), count: 5, class_loss = 1.283662, iou_loss = 0.733128, total_loss = 2.016790 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.538589), count: 3, class_loss = 0.947418, iou_loss = 0.581249, total_loss = 1.528667 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.374304), count: 2, class_loss = 0.588720, iou_loss = 0.411786, total_loss = 1.000507 \n",
            " total_bbox = 120630, rewritten_bbox = 0.161651 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.634037), count: 1, class_loss = 0.182311, iou_loss = 0.052881, total_loss = 0.235192 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.659901), count: 9, class_loss = 3.377279, iou_loss = 1.478065, total_loss = 4.855344 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.021747, iou_loss = 0.000000, total_loss = 0.021747 \n",
            " total_bbox = 120640, rewritten_bbox = 0.161638 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.638011), count: 4, class_loss = 1.051316, iou_loss = 0.274537, total_loss = 1.325853 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.503714), count: 2, class_loss = 0.731066, iou_loss = 0.499379, total_loss = 1.230445 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.362935), count: 1, class_loss = 0.387634, iou_loss = 0.533824, total_loss = 0.921457 \n",
            " total_bbox = 120647, rewritten_bbox = 0.161629 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.606164), count: 4, class_loss = 0.809395, iou_loss = 0.672418, total_loss = 1.481814 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001464, iou_loss = 0.000000, total_loss = 0.001464 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.418951), count: 2, class_loss = 0.430619, iou_loss = 0.451322, total_loss = 0.881941 \n",
            " total_bbox = 120653, rewritten_bbox = 0.161621 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.744511), count: 2, class_loss = 0.347570, iou_loss = 0.110266, total_loss = 0.457835 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.612130), count: 7, class_loss = 1.910277, iou_loss = 0.937773, total_loss = 2.848051 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.300804), count: 2, class_loss = 0.432009, iou_loss = 0.758448, total_loss = 1.190456 \n",
            " total_bbox = 120664, rewritten_bbox = 0.161606 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.699476), count: 4, class_loss = 0.488625, iou_loss = 0.277973, total_loss = 0.766598 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.016322, iou_loss = 0.000000, total_loss = 0.016322 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000394, iou_loss = 0.000000, total_loss = 0.000394 \n",
            " total_bbox = 120668, rewritten_bbox = 0.161600 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.538617), count: 5, class_loss = 1.249909, iou_loss = 0.936183, total_loss = 2.186093 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.565207), count: 7, class_loss = 2.007548, iou_loss = 1.283227, total_loss = 3.290774 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.528443), count: 5, class_loss = 2.153137, iou_loss = 1.225181, total_loss = 3.378319 \n",
            " total_bbox = 120685, rewritten_bbox = 0.161578 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.463200), count: 4, class_loss = 0.773294, iou_loss = 0.982052, total_loss = 1.755347 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.575014), count: 1, class_loss = 0.075003, iou_loss = 0.137594, total_loss = 0.212597 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002301, iou_loss = 0.000000, total_loss = 0.002301 \n",
            " total_bbox = 120690, rewritten_bbox = 0.161571 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.605190), count: 5, class_loss = 0.944174, iou_loss = 0.723458, total_loss = 1.667632 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.511615), count: 7, class_loss = 2.270458, iou_loss = 2.094023, total_loss = 4.364481 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.498524), count: 4, class_loss = 1.819809, iou_loss = 1.218378, total_loss = 3.038186 \n",
            " total_bbox = 120706, rewritten_bbox = 0.161550 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731599), count: 5, class_loss = 0.868722, iou_loss = 0.385103, total_loss = 1.253824 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.494746), count: 1, class_loss = 0.479576, iou_loss = 0.250886, total_loss = 0.730462 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.062198, iou_loss = 0.000000, total_loss = 0.062198 \n",
            " total_bbox = 120712, rewritten_bbox = 0.161542 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.545438), count: 5, class_loss = 0.967524, iou_loss = 0.781626, total_loss = 1.749150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.615338), count: 5, class_loss = 1.518167, iou_loss = 0.956438, total_loss = 2.474605 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.463617), count: 7, class_loss = 3.101127, iou_loss = 3.125043, total_loss = 6.226170 \n",
            " total_bbox = 120729, rewritten_bbox = 0.161519 % \n",
            "\u001b]2;833/10000: loss=1.3 hours left=12.6\u0007\n",
            " 833: 1.271644, 1.449082 avg loss, 0.000481 rate, 2.610737 seconds, 53312 images, 12.593427 hours left\n",
            "Loaded: 0.000061 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.645640), count: 5, class_loss = 0.872939, iou_loss = 0.370153, total_loss = 1.243091 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.069078, iou_loss = 0.000000, total_loss = 0.069078 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.585231), count: 3, class_loss = 0.581653, iou_loss = 0.493917, total_loss = 1.075570 \n",
            " total_bbox = 120737, rewritten_bbox = 0.161508 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.652103), count: 5, class_loss = 1.044601, iou_loss = 0.392390, total_loss = 1.436990 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.441624), count: 1, class_loss = 0.154826, iou_loss = 0.244449, total_loss = 0.399275 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007480, iou_loss = 0.000000, total_loss = 0.007480 \n",
            " total_bbox = 120743, rewritten_bbox = 0.161500 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.639839), count: 2, class_loss = 0.259878, iou_loss = 0.177858, total_loss = 0.437736 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.607664), count: 2, class_loss = 0.568447, iou_loss = 0.229520, total_loss = 0.797967 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.303085), count: 1, class_loss = 0.134127, iou_loss = 0.290969, total_loss = 0.425096 \n",
            " total_bbox = 120748, rewritten_bbox = 0.161493 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.573783), count: 7, class_loss = 1.813487, iou_loss = 1.220400, total_loss = 3.033887 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.568426), count: 9, class_loss = 2.923061, iou_loss = 1.928352, total_loss = 4.851413 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002204, iou_loss = 0.000000, total_loss = 0.002204 \n",
            " total_bbox = 120764, rewritten_bbox = 0.161472 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658107), count: 4, class_loss = 0.751142, iou_loss = 0.231187, total_loss = 0.982329 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.752959), count: 1, class_loss = 0.056017, iou_loss = 0.172721, total_loss = 0.228738 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.781514), count: 1, class_loss = 0.314116, iou_loss = 0.045842, total_loss = 0.359958 \n",
            " total_bbox = 120770, rewritten_bbox = 0.161464 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.625970), count: 5, class_loss = 1.000649, iou_loss = 1.105888, total_loss = 2.106537 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.515701), count: 6, class_loss = 1.739785, iou_loss = 1.771679, total_loss = 3.511464 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.582787), count: 2, class_loss = 0.451202, iou_loss = 0.179181, total_loss = 0.630384 \n",
            " total_bbox = 120783, rewritten_bbox = 0.161447 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.498231), count: 1, class_loss = 0.266081, iou_loss = 0.070257, total_loss = 0.336338 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.470654), count: 11, class_loss = 2.104792, iou_loss = 3.877398, total_loss = 5.982190 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.015722, iou_loss = 0.000000, total_loss = 0.015722 \n",
            " total_bbox = 120795, rewritten_bbox = 0.161431 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.529136), count: 2, class_loss = 0.486584, iou_loss = 0.268328, total_loss = 0.754912 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.361440), count: 1, class_loss = 0.345559, iou_loss = 0.403938, total_loss = 0.749497 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.315259), count: 5, class_loss = 1.183288, iou_loss = 1.823127, total_loss = 3.006415 \n",
            " total_bbox = 120803, rewritten_bbox = 0.161420 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.715010), count: 2, class_loss = 0.285365, iou_loss = 0.169943, total_loss = 0.455307 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.481088), count: 8, class_loss = 2.302199, iou_loss = 1.907031, total_loss = 4.209230 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.500088), count: 5, class_loss = 2.161296, iou_loss = 1.720787, total_loss = 3.882082 \n",
            " total_bbox = 120818, rewritten_bbox = 0.161400 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.679123), count: 2, class_loss = 0.239796, iou_loss = 0.134108, total_loss = 0.373904 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.614608), count: 3, class_loss = 0.300301, iou_loss = 0.429617, total_loss = 0.729918 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.500327), count: 1, class_loss = 0.352941, iou_loss = 0.161915, total_loss = 0.514857 \n",
            " total_bbox = 120824, rewritten_bbox = 0.161392 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.478583), count: 2, class_loss = 0.269462, iou_loss = 0.245969, total_loss = 0.515431 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.535117), count: 5, class_loss = 1.432158, iou_loss = 0.887228, total_loss = 2.319386 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.547871), count: 9, class_loss = 3.390632, iou_loss = 1.615682, total_loss = 5.006314 \n",
            " total_bbox = 120840, rewritten_bbox = 0.161370 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.529940), count: 6, class_loss = 1.412037, iou_loss = 1.011112, total_loss = 2.423148 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.547278), count: 5, class_loss = 1.629527, iou_loss = 1.085265, total_loss = 2.714792 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.596722), count: 3, class_loss = 1.293966, iou_loss = 0.687424, total_loss = 1.981389 \n",
            " total_bbox = 120854, rewritten_bbox = 0.161352 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.664331), count: 6, class_loss = 2.000330, iou_loss = 0.730527, total_loss = 2.730857 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005232, iou_loss = 0.000000, total_loss = 0.005232 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.174483, iou_loss = 0.000000, total_loss = 0.174483 \n",
            " total_bbox = 120860, rewritten_bbox = 0.161344 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.662192), count: 1, class_loss = 0.088694, iou_loss = 0.060387, total_loss = 0.149081 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.637261), count: 1, class_loss = 0.272477, iou_loss = 0.086703, total_loss = 0.359180 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.442935), count: 5, class_loss = 1.117751, iou_loss = 1.093700, total_loss = 2.211451 \n",
            " total_bbox = 120867, rewritten_bbox = 0.161334 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.562966), count: 5, class_loss = 1.086727, iou_loss = 0.967811, total_loss = 2.054538 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.636374), count: 3, class_loss = 0.980080, iou_loss = 0.398332, total_loss = 1.378412 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.329170), count: 2, class_loss = 0.768524, iou_loss = 1.989974, total_loss = 2.758498 \n",
            " total_bbox = 120877, rewritten_bbox = 0.161321 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.693339), count: 4, class_loss = 0.836470, iou_loss = 0.385777, total_loss = 1.222247 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.600434), count: 6, class_loss = 2.013889, iou_loss = 1.042626, total_loss = 3.056515 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.645754), count: 1, class_loss = 0.347278, iou_loss = 0.226038, total_loss = 0.573316 \n",
            " total_bbox = 120888, rewritten_bbox = 0.161306 % \n",
            "\u001b]2;834/10000: loss=1.5 hours left=12.5\u0007\n",
            " 834: 1.546747, 1.458849 avg loss, 0.000484 rate, 2.674213 seconds, 53376 images, 12.533975 hours left\n",
            "Loaded: 0.000075 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.657081), count: 7, class_loss = 1.460957, iou_loss = 0.932101, total_loss = 2.393058 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.423054), count: 2, class_loss = 0.884248, iou_loss = 0.623727, total_loss = 1.507975 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.034946, iou_loss = 0.000000, total_loss = 0.034946 \n",
            " total_bbox = 120897, rewritten_bbox = 0.161294 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.626749), count: 7, class_loss = 2.093603, iou_loss = 1.002798, total_loss = 3.096401 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.703433), count: 2, class_loss = 0.736350, iou_loss = 0.222269, total_loss = 0.958619 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.013134, iou_loss = 0.000000, total_loss = 0.013134 \n",
            " total_bbox = 120906, rewritten_bbox = 0.161282 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.563630), count: 5, class_loss = 1.560764, iou_loss = 1.025127, total_loss = 2.585891 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.654817), count: 9, class_loss = 2.260327, iou_loss = 1.344790, total_loss = 3.605116 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.530069), count: 4, class_loss = 1.867217, iou_loss = 1.108343, total_loss = 2.975561 \n",
            " total_bbox = 120924, rewritten_bbox = 0.161258 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.608009), count: 5, class_loss = 1.127123, iou_loss = 0.925015, total_loss = 2.052137 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.653569), count: 2, class_loss = 0.856668, iou_loss = 0.413223, total_loss = 1.269891 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.021431, iou_loss = 0.000000, total_loss = 0.021431 \n",
            " total_bbox = 120931, rewritten_bbox = 0.161249 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.554557), count: 7, class_loss = 1.662645, iou_loss = 1.564789, total_loss = 3.227435 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.670258), count: 3, class_loss = 0.687493, iou_loss = 0.275850, total_loss = 0.963343 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.551028), count: 1, class_loss = 0.468044, iou_loss = 0.185104, total_loss = 0.653148 \n",
            " total_bbox = 120942, rewritten_bbox = 0.162061 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.642283), count: 2, class_loss = 0.762126, iou_loss = 0.322307, total_loss = 1.084432 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.527377), count: 6, class_loss = 1.865123, iou_loss = 1.886069, total_loss = 3.751192 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.472293), count: 4, class_loss = 1.612423, iou_loss = 1.455247, total_loss = 3.067670 \n",
            " total_bbox = 120954, rewritten_bbox = 0.162045 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.591414), count: 7, class_loss = 1.540898, iou_loss = 0.960777, total_loss = 2.501675 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.676353), count: 6, class_loss = 1.023665, iou_loss = 0.737970, total_loss = 1.761635 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001021, iou_loss = 0.000000, total_loss = 0.001021 \n",
            " total_bbox = 120967, rewritten_bbox = 0.162028 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.636821), count: 4, class_loss = 0.603847, iou_loss = 0.388816, total_loss = 0.992662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.666638), count: 4, class_loss = 1.119945, iou_loss = 0.385658, total_loss = 1.505603 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.252662), count: 1, class_loss = 0.205162, iou_loss = 0.693078, total_loss = 0.898241 \n",
            " total_bbox = 120976, rewritten_bbox = 0.162016 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.590723), count: 7, class_loss = 2.105054, iou_loss = 0.887913, total_loss = 2.992967 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.628911), count: 9, class_loss = 3.025614, iou_loss = 1.518652, total_loss = 4.544266 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.461271), count: 2, class_loss = 0.773884, iou_loss = 0.616754, total_loss = 1.390638 \n",
            " total_bbox = 120994, rewritten_bbox = 0.161992 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.628659), count: 3, class_loss = 0.465062, iou_loss = 0.303454, total_loss = 0.768516 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.683287), count: 6, class_loss = 1.879363, iou_loss = 0.643483, total_loss = 2.522847 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.347971), count: 4, class_loss = 0.950442, iou_loss = 1.504714, total_loss = 2.455156 \n",
            " total_bbox = 121007, rewritten_bbox = 0.161974 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.629874), count: 3, class_loss = 0.381775, iou_loss = 0.233263, total_loss = 0.615038 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.594404), count: 2, class_loss = 0.496109, iou_loss = 0.384575, total_loss = 0.880685 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001231, iou_loss = 0.000000, total_loss = 0.001231 \n",
            " total_bbox = 121012, rewritten_bbox = 0.161967 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.636584), count: 5, class_loss = 1.001730, iou_loss = 0.576430, total_loss = 1.578161 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.575227), count: 3, class_loss = 0.652380, iou_loss = 0.637683, total_loss = 1.290063 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.664036), count: 2, class_loss = 0.460725, iou_loss = 0.286419, total_loss = 0.747144 \n",
            " total_bbox = 121022, rewritten_bbox = 0.161954 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.514366), count: 3, class_loss = 0.748685, iou_loss = 0.526887, total_loss = 1.275572 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.610318), count: 3, class_loss = 1.127245, iou_loss = 0.425810, total_loss = 1.553054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.570687), count: 3, class_loss = 0.635983, iou_loss = 0.606228, total_loss = 1.242211 \n",
            " total_bbox = 121031, rewritten_bbox = 0.161942 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.424575), count: 2, class_loss = 0.609135, iou_loss = 0.822674, total_loss = 1.431810 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.606231), count: 1, class_loss = 0.532406, iou_loss = 0.130722, total_loss = 0.663128 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.309478), count: 6, class_loss = 1.762985, iou_loss = 2.466404, total_loss = 4.229388 \n",
            " total_bbox = 121040, rewritten_bbox = 0.161930 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.603517), count: 4, class_loss = 0.807226, iou_loss = 0.803990, total_loss = 1.611216 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.015877, iou_loss = 0.000000, total_loss = 0.015877 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.283430), count: 1, class_loss = 0.483627, iou_loss = 0.491326, total_loss = 0.974952 \n",
            " total_bbox = 121045, rewritten_bbox = 0.161923 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.488510), count: 5, class_loss = 1.079743, iou_loss = 1.103202, total_loss = 2.182945 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.024608, iou_loss = 0.000000, total_loss = 0.024608 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.355068), count: 1, class_loss = 0.165383, iou_loss = 0.221232, total_loss = 0.386615 \n",
            " total_bbox = 121051, rewritten_bbox = 0.161915 % \n",
            "\u001b]2;835/10000: loss=1.6 hours left=12.5\u0007\n",
            " 835: 1.589590, 1.471923 avg loss, 0.000486 rate, 2.730789 seconds, 53440 images, 12.476726 hours left\n",
            "Loaded: 0.000083 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.565001), count: 4, class_loss = 0.669040, iou_loss = 0.598219, total_loss = 1.267259 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.575317), count: 4, class_loss = 1.232984, iou_loss = 1.081635, total_loss = 2.314619 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.451158), count: 1, class_loss = 0.166321, iou_loss = 0.057001, total_loss = 0.223322 \n",
            " total_bbox = 121060, rewritten_bbox = 0.161903 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.570952), count: 2, class_loss = 0.879572, iou_loss = 0.158391, total_loss = 1.037963 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005254, iou_loss = 0.000000, total_loss = 0.005254 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.264988), count: 3, class_loss = 0.590600, iou_loss = 1.375152, total_loss = 1.965752 \n",
            " total_bbox = 121065, rewritten_bbox = 0.161896 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.751794), count: 1, class_loss = 0.411524, iou_loss = 0.039031, total_loss = 0.450555 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.608311), count: 5, class_loss = 1.209016, iou_loss = 0.865777, total_loss = 2.074793 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.408038), count: 1, class_loss = 0.099855, iou_loss = 0.303634, total_loss = 0.403489 \n",
            " total_bbox = 121072, rewritten_bbox = 0.161887 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.541112), count: 5, class_loss = 1.153099, iou_loss = 0.487498, total_loss = 1.640597 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.385442), count: 1, class_loss = 0.345195, iou_loss = 0.365488, total_loss = 0.710684 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002022, iou_loss = 0.000000, total_loss = 0.002022 \n",
            " total_bbox = 121078, rewritten_bbox = 0.161879 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.532205), count: 3, class_loss = 0.620887, iou_loss = 0.369025, total_loss = 0.989912 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.734010), count: 1, class_loss = 0.016189, iou_loss = 0.043936, total_loss = 0.060125 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.029090, iou_loss = 0.000000, total_loss = 0.029090 \n",
            " total_bbox = 121082, rewritten_bbox = 0.161874 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.598256), count: 3, class_loss = 0.655661, iou_loss = 0.359097, total_loss = 1.014758 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.696059), count: 8, class_loss = 2.130647, iou_loss = 0.841415, total_loss = 2.972063 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.572690), count: 3, class_loss = 1.390263, iou_loss = 0.534245, total_loss = 1.924508 \n",
            " total_bbox = 121096, rewritten_bbox = 0.161855 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602109), count: 8, class_loss = 1.179739, iou_loss = 1.082202, total_loss = 2.261941 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.534874), count: 8, class_loss = 3.224523, iou_loss = 2.217300, total_loss = 5.441823 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.561194), count: 1, class_loss = 0.288788, iou_loss = 0.146906, total_loss = 0.435695 \n",
            " total_bbox = 121113, rewritten_bbox = 0.161832 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.576477), count: 4, class_loss = 0.980926, iou_loss = 0.439057, total_loss = 1.419984 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.493126), count: 2, class_loss = 0.785549, iou_loss = 0.555590, total_loss = 1.341139 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.012250, iou_loss = 0.000000, total_loss = 0.012250 \n",
            " total_bbox = 121119, rewritten_bbox = 0.161824 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684523), count: 5, class_loss = 1.162495, iou_loss = 0.525514, total_loss = 1.688008 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719438), count: 3, class_loss = 0.196731, iou_loss = 0.296950, total_loss = 0.493680 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.011997, iou_loss = 0.000000, total_loss = 0.011997 \n",
            " total_bbox = 121127, rewritten_bbox = 0.161814 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.660254), count: 2, class_loss = 0.154842, iou_loss = 0.218584, total_loss = 0.373426 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.571146), count: 1, class_loss = 0.176525, iou_loss = 0.213851, total_loss = 0.390375 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.642451), count: 2, class_loss = 0.225968, iou_loss = 0.280529, total_loss = 0.506497 \n",
            " total_bbox = 121132, rewritten_bbox = 0.161807 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.716678), count: 4, class_loss = 0.715674, iou_loss = 0.278705, total_loss = 0.994379 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.493746), count: 1, class_loss = 0.262566, iou_loss = 0.203264, total_loss = 0.465830 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.027956, iou_loss = 0.000000, total_loss = 0.027956 \n",
            " total_bbox = 121137, rewritten_bbox = 0.161800 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.688269), count: 4, class_loss = 0.805549, iou_loss = 0.489304, total_loss = 1.294854 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.528917), count: 1, class_loss = 0.528597, iou_loss = 0.153719, total_loss = 0.682315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.216311), count: 2, class_loss = 0.439636, iou_loss = 1.069963, total_loss = 1.509599 \n",
            " total_bbox = 121144, rewritten_bbox = 0.161791 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.549102), count: 5, class_loss = 1.218910, iou_loss = 0.704157, total_loss = 1.923067 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.621838), count: 5, class_loss = 1.186925, iou_loss = 0.772857, total_loss = 1.959781 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.436032), count: 2, class_loss = 0.746306, iou_loss = 0.877763, total_loss = 1.624068 \n",
            " total_bbox = 121156, rewritten_bbox = 0.161775 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.608736), count: 4, class_loss = 0.765209, iou_loss = 0.488652, total_loss = 1.253861 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.142920, iou_loss = 0.000000, total_loss = 0.142920 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.632142), count: 2, class_loss = 0.452957, iou_loss = 0.222303, total_loss = 0.675260 \n",
            " total_bbox = 121162, rewritten_bbox = 0.161767 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.597522), count: 3, class_loss = 0.354323, iou_loss = 0.273894, total_loss = 0.628218 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.671025), count: 1, class_loss = 0.604384, iou_loss = 0.138854, total_loss = 0.743238 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.792109), count: 1, class_loss = 0.294290, iou_loss = 0.055463, total_loss = 0.349754 \n",
            " total_bbox = 121167, rewritten_bbox = 0.161760 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.624328), count: 11, class_loss = 2.367003, iou_loss = 1.226056, total_loss = 3.593059 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.226703, iou_loss = 0.000000, total_loss = 0.226703 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007062, iou_loss = 0.000000, total_loss = 0.007062 \n",
            " total_bbox = 121178, rewritten_bbox = 0.161746 % \n",
            "\u001b]2;836/10000: loss=1.1 hours left=12.4\u0007\n",
            " 836: 1.074281, 1.432159 avg loss, 0.000488 rate, 2.629254 seconds, 53504 images, 12.421482 hours left\n",
            "Loaded: 0.000062 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.532840), count: 3, class_loss = 0.600794, iou_loss = 0.791752, total_loss = 1.392546 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.443224), count: 1, class_loss = 0.416722, iou_loss = 0.355832, total_loss = 0.772554 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.505819), count: 4, class_loss = 1.344734, iou_loss = 0.944692, total_loss = 2.289426 \n",
            " total_bbox = 121186, rewritten_bbox = 0.161735 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.818990), count: 3, class_loss = 0.136561, iou_loss = 0.070129, total_loss = 0.206690 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.016665, iou_loss = 0.000000, total_loss = 0.016665 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.562694), count: 1, class_loss = 0.021257, iou_loss = 0.156789, total_loss = 0.178046 \n",
            " total_bbox = 121190, rewritten_bbox = 0.161730 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.629910), count: 4, class_loss = 0.814823, iou_loss = 0.552772, total_loss = 1.367595 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.577702), count: 1, class_loss = 0.414759, iou_loss = 0.200549, total_loss = 0.615308 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.445047), count: 4, class_loss = 1.377761, iou_loss = 1.008140, total_loss = 2.385900 \n",
            " total_bbox = 121199, rewritten_bbox = 0.161718 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.576389), count: 4, class_loss = 1.023074, iou_loss = 0.557706, total_loss = 1.580781 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.588335), count: 2, class_loss = 0.363988, iou_loss = 0.322909, total_loss = 0.686897 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006277, iou_loss = 0.000000, total_loss = 0.006277 \n",
            " total_bbox = 121205, rewritten_bbox = 0.161710 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602544), count: 5, class_loss = 0.822376, iou_loss = 0.480892, total_loss = 1.303268 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.788552), count: 1, class_loss = 0.358857, iou_loss = 0.041682, total_loss = 0.400539 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001807, iou_loss = 0.000000, total_loss = 0.001807 \n",
            " total_bbox = 121211, rewritten_bbox = 0.161702 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.599620), count: 4, class_loss = 0.668382, iou_loss = 0.419589, total_loss = 1.087970 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766276), count: 1, class_loss = 0.350010, iou_loss = 0.090428, total_loss = 0.440438 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.772940), count: 1, class_loss = 0.007598, iou_loss = 0.026745, total_loss = 0.034343 \n",
            " total_bbox = 121217, rewritten_bbox = 0.161693 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.627546), count: 3, class_loss = 0.816753, iou_loss = 0.299626, total_loss = 1.116379 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.525276), count: 3, class_loss = 0.871099, iou_loss = 0.766288, total_loss = 1.637387 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.545026), count: 6, class_loss = 1.231616, iou_loss = 0.905467, total_loss = 2.137083 \n",
            " total_bbox = 121229, rewritten_bbox = 0.161677 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.609116), count: 5, class_loss = 1.383685, iou_loss = 0.833316, total_loss = 2.217000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.660429), count: 7, class_loss = 2.315456, iou_loss = 0.929092, total_loss = 3.244547 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.085928, iou_loss = 0.000000, total_loss = 0.085928 \n",
            " total_bbox = 121241, rewritten_bbox = 0.161661 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.613427), count: 5, class_loss = 1.054046, iou_loss = 0.771330, total_loss = 1.825376 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.630958), count: 9, class_loss = 2.589248, iou_loss = 1.879827, total_loss = 4.469075 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.011416, iou_loss = 0.000000, total_loss = 0.011416 \n",
            " total_bbox = 121255, rewritten_bbox = 0.161643 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.592308), count: 3, class_loss = 0.704672, iou_loss = 0.208828, total_loss = 0.913500 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.717351), count: 1, class_loss = 0.242517, iou_loss = 0.178388, total_loss = 0.420905 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.377766), count: 1, class_loss = 0.490242, iou_loss = 0.469935, total_loss = 0.960177 \n",
            " total_bbox = 121260, rewritten_bbox = 0.161636 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.767998), count: 3, class_loss = 0.807665, iou_loss = 0.209609, total_loss = 1.017274 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.396871), count: 4, class_loss = 1.436520, iou_loss = 1.532014, total_loss = 2.968534 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002483, iou_loss = 0.000000, total_loss = 0.002483 \n",
            " total_bbox = 121267, rewritten_bbox = 0.161627 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.578446), count: 1, class_loss = 0.220405, iou_loss = 0.125077, total_loss = 0.345481 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.225047, iou_loss = 0.000000, total_loss = 0.225047 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.529227), count: 3, class_loss = 0.547508, iou_loss = 0.722044, total_loss = 1.269552 \n",
            " total_bbox = 121271, rewritten_bbox = 0.161621 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.633181), count: 3, class_loss = 0.424996, iou_loss = 0.306096, total_loss = 0.731092 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.552147), count: 4, class_loss = 1.010533, iou_loss = 0.912748, total_loss = 1.923281 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.027646, iou_loss = 0.000000, total_loss = 0.027646 \n",
            " total_bbox = 121278, rewritten_bbox = 0.161612 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.547130), count: 6, class_loss = 1.092166, iou_loss = 1.083107, total_loss = 2.175274 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.634300), count: 5, class_loss = 1.879763, iou_loss = 0.657924, total_loss = 2.537687 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.447213), count: 4, class_loss = 2.318061, iou_loss = 1.341906, total_loss = 3.659967 \n",
            " total_bbox = 121293, rewritten_bbox = 0.161592 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.578149), count: 5, class_loss = 1.286582, iou_loss = 0.494067, total_loss = 1.780649 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.664873), count: 1, class_loss = 0.191901, iou_loss = 0.105535, total_loss = 0.297436 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.190899), count: 1, class_loss = 0.327328, iou_loss = 0.320286, total_loss = 0.647613 \n",
            " total_bbox = 121300, rewritten_bbox = 0.161583 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.538859), count: 6, class_loss = 1.064930, iou_loss = 0.856589, total_loss = 1.921519 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.383658), count: 1, class_loss = 0.596441, iou_loss = 0.413176, total_loss = 1.009617 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.590765), count: 2, class_loss = 0.493687, iou_loss = 0.266824, total_loss = 0.760512 \n",
            " total_bbox = 121309, rewritten_bbox = 0.161571 % \n",
            "\u001b]2;837/10000: loss=1.2 hours left=12.4\u0007\n",
            " 837: 1.189719, 1.407915 avg loss, 0.000491 rate, 2.629372 seconds, 53568 images, 12.364199 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.686248), count: 6, class_loss = 1.108042, iou_loss = 0.583679, total_loss = 1.691721 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.680488), count: 2, class_loss = 0.478159, iou_loss = 0.151711, total_loss = 0.629869 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009377, iou_loss = 0.000000, total_loss = 0.009377 \n",
            " total_bbox = 121317, rewritten_bbox = 0.161560 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.645795), count: 4, class_loss = 1.207865, iou_loss = 0.420848, total_loss = 1.628714 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.470133), count: 2, class_loss = 0.781023, iou_loss = 0.657437, total_loss = 1.438461 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000273, iou_loss = 0.000000, total_loss = 0.000273 \n",
            " total_bbox = 121323, rewritten_bbox = 0.161552 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.649183), count: 2, class_loss = 0.366811, iou_loss = 0.265069, total_loss = 0.631880 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782530), count: 1, class_loss = 0.373461, iou_loss = 0.028707, total_loss = 0.402168 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.413491), count: 2, class_loss = 0.484672, iou_loss = 0.543065, total_loss = 1.027736 \n",
            " total_bbox = 121328, rewritten_bbox = 0.161546 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.619905), count: 2, class_loss = 0.292693, iou_loss = 0.117646, total_loss = 0.410339 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.513439), count: 1, class_loss = 0.248321, iou_loss = 0.209647, total_loss = 0.457968 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.614693), count: 1, class_loss = 0.196508, iou_loss = 0.117896, total_loss = 0.314404 \n",
            " total_bbox = 121332, rewritten_bbox = 0.161540 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.666522), count: 7, class_loss = 1.558324, iou_loss = 0.769392, total_loss = 2.327716 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.488908), count: 4, class_loss = 1.209322, iou_loss = 1.178624, total_loss = 2.387946 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001463, iou_loss = 0.000000, total_loss = 0.001463 \n",
            " total_bbox = 121343, rewritten_bbox = 0.161526 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.688653), count: 4, class_loss = 0.772491, iou_loss = 0.355520, total_loss = 1.128011 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.472160), count: 2, class_loss = 0.789901, iou_loss = 0.569843, total_loss = 1.359744 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004341, iou_loss = 0.000000, total_loss = 0.004341 \n",
            " total_bbox = 121349, rewritten_bbox = 0.161518 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.710832), count: 5, class_loss = 0.820240, iou_loss = 0.448466, total_loss = 1.268705 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.593192), count: 4, class_loss = 1.187872, iou_loss = 0.627373, total_loss = 1.815245 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.018309, iou_loss = 0.000000, total_loss = 0.018309 \n",
            " total_bbox = 121358, rewritten_bbox = 0.161506 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.670559), count: 6, class_loss = 0.731887, iou_loss = 0.677943, total_loss = 1.409831 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.644478), count: 5, class_loss = 1.556462, iou_loss = 0.675304, total_loss = 2.231765 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.257684), count: 1, class_loss = 0.458935, iou_loss = 0.976799, total_loss = 1.435733 \n",
            " total_bbox = 121370, rewritten_bbox = 0.161490 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.510228), count: 2, class_loss = 0.586548, iou_loss = 0.448647, total_loss = 1.035196 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.509237), count: 6, class_loss = 1.692550, iou_loss = 1.447013, total_loss = 3.139563 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.426391), count: 4, class_loss = 0.684163, iou_loss = 0.560962, total_loss = 1.245124 \n",
            " total_bbox = 121382, rewritten_bbox = 0.161474 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.512304), count: 4, class_loss = 1.031035, iou_loss = 0.905272, total_loss = 1.936307 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751161), count: 1, class_loss = 0.367437, iou_loss = 0.034385, total_loss = 0.401822 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.398645), count: 1, class_loss = 0.225103, iou_loss = 0.450143, total_loss = 0.675246 \n",
            " total_bbox = 121388, rewritten_bbox = 0.161466 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709037), count: 2, class_loss = 0.382021, iou_loss = 0.169786, total_loss = 0.551807 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.391151), count: 2, class_loss = 0.432051, iou_loss = 0.623889, total_loss = 1.055940 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.406575), count: 1, class_loss = 0.268547, iou_loss = 0.401631, total_loss = 0.670178 \n",
            " total_bbox = 121393, rewritten_bbox = 0.161459 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.645479), count: 3, class_loss = 0.582083, iou_loss = 0.476238, total_loss = 1.058321 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.748160), count: 2, class_loss = 0.531268, iou_loss = 0.266845, total_loss = 0.798113 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002630, iou_loss = 0.000000, total_loss = 0.002630 \n",
            " total_bbox = 121398, rewritten_bbox = 0.161452 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.627437), count: 1, class_loss = 0.298925, iou_loss = 0.061458, total_loss = 0.360384 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.242186), count: 1, class_loss = 0.273587, iou_loss = 0.557611, total_loss = 0.831198 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.635125), count: 3, class_loss = 0.544394, iou_loss = 0.373507, total_loss = 0.917902 \n",
            " total_bbox = 121403, rewritten_bbox = 0.161446 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.633367), count: 5, class_loss = 0.803098, iou_loss = 0.504574, total_loss = 1.307673 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.573034), count: 21, class_loss = 5.349619, iou_loss = 4.456046, total_loss = 9.805665 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.534859), count: 2, class_loss = 0.544144, iou_loss = 0.492838, total_loss = 1.036981 \n",
            " total_bbox = 121431, rewritten_bbox = 0.161409 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.518708), count: 3, class_loss = 0.393521, iou_loss = 0.522385, total_loss = 0.915907 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.582167), count: 4, class_loss = 0.993015, iou_loss = 0.670645, total_loss = 1.663659 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004122, iou_loss = 0.000000, total_loss = 0.004122 \n",
            " total_bbox = 121438, rewritten_bbox = 0.161399 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.616295), count: 5, class_loss = 1.401874, iou_loss = 0.462720, total_loss = 1.864594 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.563648), count: 9, class_loss = 1.968901, iou_loss = 1.789594, total_loss = 3.758495 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000229, iou_loss = 0.000000, total_loss = 0.000229 \n",
            " total_bbox = 121452, rewritten_bbox = 0.161381 % \n",
            "\u001b]2;838/10000: loss=1.2 hours left=12.3\u0007\n",
            " 838: 1.230600, 1.390183 avg loss, 0.000493 rate, 2.633855 seconds, 53632 images, 12.307484 hours left\n",
            "Loaded: 0.000057 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.698509), count: 5, class_loss = 0.841330, iou_loss = 0.354587, total_loss = 1.195916 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.548532), count: 3, class_loss = 1.043191, iou_loss = 0.778879, total_loss = 1.822070 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.592668), count: 2, class_loss = 0.614764, iou_loss = 0.367265, total_loss = 0.982029 \n",
            " total_bbox = 121462, rewritten_bbox = 0.161367 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.618791), count: 5, class_loss = 0.805695, iou_loss = 0.841193, total_loss = 1.646888 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.666705), count: 2, class_loss = 0.383029, iou_loss = 0.242767, total_loss = 0.625796 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.613147), count: 1, class_loss = 0.136140, iou_loss = 0.133253, total_loss = 0.269393 \n",
            " total_bbox = 121470, rewritten_bbox = 0.161357 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.577374), count: 5, class_loss = 1.107418, iou_loss = 0.737877, total_loss = 1.845295 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.622679), count: 3, class_loss = 1.278474, iou_loss = 0.453081, total_loss = 1.731556 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002326, iou_loss = 0.000000, total_loss = 0.002326 \n",
            " total_bbox = 121478, rewritten_bbox = 0.161346 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.562226), count: 4, class_loss = 1.361540, iou_loss = 0.935856, total_loss = 2.297396 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.550750), count: 3, class_loss = 0.886302, iou_loss = 0.374327, total_loss = 1.260629 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.593805), count: 4, class_loss = 1.275212, iou_loss = 0.661818, total_loss = 1.937031 \n",
            " total_bbox = 121489, rewritten_bbox = 0.161331 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750088), count: 2, class_loss = 0.593066, iou_loss = 0.165395, total_loss = 0.758462 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008388, iou_loss = 0.000000, total_loss = 0.008388 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.472439), count: 5, class_loss = 1.181793, iou_loss = 1.113056, total_loss = 2.294849 \n",
            " total_bbox = 121496, rewritten_bbox = 0.161322 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.616034), count: 5, class_loss = 1.135037, iou_loss = 0.572990, total_loss = 1.708027 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.098462, iou_loss = 0.000000, total_loss = 0.098462 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000162, iou_loss = 0.000000, total_loss = 0.000162 \n",
            " total_bbox = 121501, rewritten_bbox = 0.161316 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.615723), count: 1, class_loss = 0.389337, iou_loss = 0.242643, total_loss = 0.631980 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.498430), count: 5, class_loss = 1.631191, iou_loss = 1.318508, total_loss = 2.949699 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.350532), count: 1, class_loss = 0.239673, iou_loss = 0.151218, total_loss = 0.390892 \n",
            " total_bbox = 121508, rewritten_bbox = 0.161306 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.621687), count: 1, class_loss = 0.203521, iou_loss = 0.107357, total_loss = 0.310878 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.410406), count: 3, class_loss = 0.817043, iou_loss = 1.100889, total_loss = 1.917932 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.469277), count: 3, class_loss = 0.714072, iou_loss = 0.855989, total_loss = 1.570061 \n",
            " total_bbox = 121515, rewritten_bbox = 0.161297 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.450646), count: 1, class_loss = 0.455197, iou_loss = 0.329478, total_loss = 0.784675 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.574374), count: 7, class_loss = 2.098105, iou_loss = 1.436557, total_loss = 3.534662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.503879), count: 2, class_loss = 0.465591, iou_loss = 0.455046, total_loss = 0.920636 \n",
            " total_bbox = 121525, rewritten_bbox = 0.161284 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.685272), count: 2, class_loss = 0.668874, iou_loss = 0.181466, total_loss = 0.850339 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001868, iou_loss = 0.000000, total_loss = 0.001868 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.485015), count: 2, class_loss = 0.436768, iou_loss = 0.491929, total_loss = 0.928696 \n",
            " total_bbox = 121529, rewritten_bbox = 0.161278 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.651373), count: 5, class_loss = 1.239185, iou_loss = 0.387069, total_loss = 1.626254 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.628654), count: 10, class_loss = 2.639092, iou_loss = 1.589811, total_loss = 4.228904 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.590733), count: 5, class_loss = 1.881028, iou_loss = 0.920917, total_loss = 2.801944 \n",
            " total_bbox = 121549, rewritten_bbox = 0.161252 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.471564), count: 3, class_loss = 0.792072, iou_loss = 1.010976, total_loss = 1.803048 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.676867), count: 9, class_loss = 3.626442, iou_loss = 0.880024, total_loss = 4.506466 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.333986), count: 3, class_loss = 0.974322, iou_loss = 0.933850, total_loss = 1.908171 \n",
            " total_bbox = 121564, rewritten_bbox = 0.161232 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.664870), count: 4, class_loss = 0.750876, iou_loss = 0.422969, total_loss = 1.173845 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.623017), count: 2, class_loss = 0.890482, iou_loss = 0.312155, total_loss = 1.202637 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000311, iou_loss = 0.000000, total_loss = 0.000311 \n",
            " total_bbox = 121570, rewritten_bbox = 0.161224 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.536961), count: 4, class_loss = 0.886581, iou_loss = 0.730627, total_loss = 1.617208 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.643349), count: 3, class_loss = 0.645277, iou_loss = 0.390456, total_loss = 1.035733 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.527672), count: 3, class_loss = 0.529216, iou_loss = 0.404204, total_loss = 0.933420 \n",
            " total_bbox = 121580, rewritten_bbox = 0.161211 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.567934), count: 3, class_loss = 0.233737, iou_loss = 0.494528, total_loss = 0.728265 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.577182), count: 2, class_loss = 0.385058, iou_loss = 0.331581, total_loss = 0.716639 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.852988), count: 1, class_loss = 0.209221, iou_loss = 0.027540, total_loss = 0.236761 \n",
            " total_bbox = 121586, rewritten_bbox = 0.161203 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.494985), count: 1, class_loss = 0.386367, iou_loss = 0.108802, total_loss = 0.495169 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.703066), count: 1, class_loss = 0.099952, iou_loss = 0.103229, total_loss = 0.203181 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.608092), count: 2, class_loss = 0.327584, iou_loss = 0.180685, total_loss = 0.508268 \n",
            " total_bbox = 121590, rewritten_bbox = 0.161197 % \n",
            "\u001b]2;839/10000: loss=1.3 hours left=12.3\u0007\n",
            " 839: 1.270900, 1.378255 avg loss, 0.000496 rate, 2.692713 seconds, 53696 images, 12.251443 hours left\n",
            "Loaded: 0.000077 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.557435), count: 3, class_loss = 0.710529, iou_loss = 0.407422, total_loss = 1.117951 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.033697, iou_loss = 0.000000, total_loss = 0.033697 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.482302), count: 2, class_loss = 0.652366, iou_loss = 0.724455, total_loss = 1.376822 \n",
            " total_bbox = 121595, rewritten_bbox = 0.161191 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.535715), count: 4, class_loss = 1.164665, iou_loss = 0.408045, total_loss = 1.572710 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.018731, iou_loss = 0.000000, total_loss = 0.018731 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.411996), count: 2, class_loss = 0.286070, iou_loss = 0.655499, total_loss = 0.941569 \n",
            " total_bbox = 121601, rewritten_bbox = 0.161183 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.567797), count: 2, class_loss = 0.305019, iou_loss = 0.252044, total_loss = 0.557062 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.446478), count: 2, class_loss = 0.502257, iou_loss = 0.623962, total_loss = 1.126219 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000917, iou_loss = 0.000000, total_loss = 0.000917 \n",
            " total_bbox = 121605, rewritten_bbox = 0.161178 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722324), count: 6, class_loss = 1.113192, iou_loss = 0.342968, total_loss = 1.456160 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.521361), count: 1, class_loss = 0.280354, iou_loss = 0.179488, total_loss = 0.459841 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.658042), count: 1, class_loss = 0.103594, iou_loss = 0.152540, total_loss = 0.256134 \n",
            " total_bbox = 121613, rewritten_bbox = 0.161167 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.622865), count: 4, class_loss = 0.613849, iou_loss = 0.594901, total_loss = 1.208750 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.545870), count: 6, class_loss = 2.034924, iou_loss = 1.369986, total_loss = 3.404910 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.801920), count: 1, class_loss = 0.513599, iou_loss = 0.068041, total_loss = 0.581640 \n",
            " total_bbox = 121624, rewritten_bbox = 0.161152 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.435468), count: 4, class_loss = 0.929613, iou_loss = 1.083179, total_loss = 2.012792 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.468366), count: 4, class_loss = 1.399609, iou_loss = 1.339845, total_loss = 2.739454 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.318154), count: 1, class_loss = 0.468176, iou_loss = 0.655382, total_loss = 1.123558 \n",
            " total_bbox = 121633, rewritten_bbox = 0.161140 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.578972), count: 4, class_loss = 1.050676, iou_loss = 0.763651, total_loss = 1.814327 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.477553), count: 4, class_loss = 1.110158, iou_loss = 0.997851, total_loss = 2.108009 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.245112), count: 1, class_loss = 0.121717, iou_loss = 0.290009, total_loss = 0.411726 \n",
            " total_bbox = 121642, rewritten_bbox = 0.161129 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.373915), count: 4, class_loss = 0.796278, iou_loss = 2.003106, total_loss = 2.799384 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.561936), count: 13, class_loss = 3.615697, iou_loss = 2.800096, total_loss = 6.415793 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.334094), count: 2, class_loss = 0.641093, iou_loss = 1.379390, total_loss = 2.020483 \n",
            " total_bbox = 121661, rewritten_bbox = 0.161103 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.653740), count: 3, class_loss = 0.543030, iou_loss = 0.295698, total_loss = 0.838728 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.638256), count: 2, class_loss = 0.835458, iou_loss = 0.403618, total_loss = 1.239075 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.354601), count: 2, class_loss = 0.723978, iou_loss = 1.544901, total_loss = 2.268878 \n",
            " total_bbox = 121668, rewritten_bbox = 0.161094 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.400832), count: 1, class_loss = 0.248302, iou_loss = 0.252522, total_loss = 0.500823 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.712704), count: 1, class_loss = 0.252672, iou_loss = 0.114766, total_loss = 0.367438 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.387323), count: 5, class_loss = 1.023785, iou_loss = 1.553898, total_loss = 2.577683 \n",
            " total_bbox = 121675, rewritten_bbox = 0.161085 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.624944), count: 3, class_loss = 0.604203, iou_loss = 0.287581, total_loss = 0.891784 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.072100, iou_loss = 0.000000, total_loss = 0.072100 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.482751), count: 2, class_loss = 0.349174, iou_loss = 0.399150, total_loss = 0.748325 \n",
            " total_bbox = 121680, rewritten_bbox = 0.161078 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.424294), count: 3, class_loss = 0.556224, iou_loss = 0.561227, total_loss = 1.117452 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.525774), count: 10, class_loss = 3.448467, iou_loss = 2.228105, total_loss = 5.676572 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.594418), count: 1, class_loss = 0.455737, iou_loss = 0.256917, total_loss = 0.712653 \n",
            " total_bbox = 121694, rewritten_bbox = 0.161060 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.437161), count: 3, class_loss = 0.584347, iou_loss = 1.143427, total_loss = 1.727775 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.071103, iou_loss = 0.000000, total_loss = 0.071103 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.493502), count: 3, class_loss = 0.688621, iou_loss = 0.455457, total_loss = 1.144078 \n",
            " total_bbox = 121700, rewritten_bbox = 0.161873 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.633115), count: 3, class_loss = 0.502435, iou_loss = 0.384620, total_loss = 0.887054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.451587), count: 2, class_loss = 0.797436, iou_loss = 0.622089, total_loss = 1.419525 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.447554), count: 3, class_loss = 0.871443, iou_loss = 0.652767, total_loss = 1.524210 \n",
            " total_bbox = 121708, rewritten_bbox = 0.161863 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.594881), count: 1, class_loss = 0.209207, iou_loss = 0.071698, total_loss = 0.280905 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.564631), count: 20, class_loss = 6.670359, iou_loss = 4.231905, total_loss = 10.902265 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.483518), count: 7, class_loss = 3.195989, iou_loss = 2.236101, total_loss = 5.432090 \n",
            " total_bbox = 121736, rewritten_bbox = 0.161826 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.507341), count: 4, class_loss = 0.589802, iou_loss = 0.631252, total_loss = 1.221054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.546108), count: 1, class_loss = 0.270829, iou_loss = 0.194305, total_loss = 0.465134 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.622838), count: 1, class_loss = 0.038708, iou_loss = 0.119065, total_loss = 0.157773 \n",
            " total_bbox = 121742, rewritten_bbox = 0.161818 % \n",
            "\u001b]2;840/10000: loss=1.6 hours left=12.2\u0007\n",
            " 840: 1.620898, 1.402519 avg loss, 0.000498 rate, 2.689089 seconds, 53760 images, 12.197453 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 544 x 544 \n",
            " try to allocate additional workspace_size = 255.98 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000061 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.557309), count: 13, class_loss = 3.148863, iou_loss = 2.223564, total_loss = 5.372427 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.557418), count: 4, class_loss = 1.267427, iou_loss = 0.998929, total_loss = 2.266356 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.449028), count: 2, class_loss = 0.393577, iou_loss = 0.561292, total_loss = 0.954869 \n",
            " total_bbox = 121761, rewritten_bbox = 0.161792 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.654003), count: 4, class_loss = 0.634495, iou_loss = 0.474736, total_loss = 1.109231 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.508710), count: 1, class_loss = 0.227322, iou_loss = 0.176333, total_loss = 0.403655 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.681065), count: 2, class_loss = 0.283875, iou_loss = 0.058543, total_loss = 0.342418 \n",
            " total_bbox = 121768, rewritten_bbox = 0.161783 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709502), count: 5, class_loss = 1.395950, iou_loss = 0.458911, total_loss = 1.854861 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003759, iou_loss = 0.000000, total_loss = 0.003759 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000085, iou_loss = 0.000000, total_loss = 0.000085 \n",
            " total_bbox = 121773, rewritten_bbox = 0.161776 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.618804), count: 7, class_loss = 1.617165, iou_loss = 0.957365, total_loss = 2.574530 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.616564), count: 2, class_loss = 0.665142, iou_loss = 0.265364, total_loss = 0.930506 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.483275), count: 1, class_loss = 0.295781, iou_loss = 0.264285, total_loss = 0.560066 \n",
            " total_bbox = 121783, rewritten_bbox = 0.161763 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.784620), count: 5, class_loss = 1.782565, iou_loss = 0.310911, total_loss = 2.093476 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.015443, iou_loss = 0.000000, total_loss = 0.015443 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000185, iou_loss = 0.000000, total_loss = 0.000185 \n",
            " total_bbox = 121788, rewritten_bbox = 0.161757 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.624101), count: 8, class_loss = 1.778553, iou_loss = 1.485640, total_loss = 3.264193 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.492554), count: 1, class_loss = 0.299367, iou_loss = 0.200658, total_loss = 0.500026 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.675326), count: 2, class_loss = 0.326629, iou_loss = 0.183866, total_loss = 0.510495 \n",
            " total_bbox = 121799, rewritten_bbox = 0.161742 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.518588), count: 3, class_loss = 0.716185, iou_loss = 0.543969, total_loss = 1.260154 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.694087), count: 9, class_loss = 1.509788, iou_loss = 0.994292, total_loss = 2.504079 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004393, iou_loss = 0.000000, total_loss = 0.004393 \n",
            " total_bbox = 121811, rewritten_bbox = 0.161726 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.590606), count: 2, class_loss = 0.786530, iou_loss = 0.360062, total_loss = 1.146592 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.655098), count: 2, class_loss = 0.677335, iou_loss = 0.317159, total_loss = 0.994494 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000975, iou_loss = 0.000000, total_loss = 0.000975 \n",
            " total_bbox = 121815, rewritten_bbox = 0.161721 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.628909), count: 9, class_loss = 1.761173, iou_loss = 1.433926, total_loss = 3.195099 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.657832), count: 10, class_loss = 2.793369, iou_loss = 1.740518, total_loss = 4.533887 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.716616), count: 1, class_loss = 0.344691, iou_loss = 0.061021, total_loss = 0.405713 \n",
            " total_bbox = 121835, rewritten_bbox = 0.161694 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.199535), count: 1, class_loss = 0.766421, iou_loss = 0.360889, total_loss = 1.127310 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.488474), count: 2, class_loss = 0.188319, iou_loss = 0.641930, total_loss = 0.830248 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.620930), count: 5, class_loss = 2.258548, iou_loss = 0.648830, total_loss = 2.907378 \n",
            " total_bbox = 121843, rewritten_bbox = 0.161683 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.677791), count: 4, class_loss = 1.261671, iou_loss = 0.608267, total_loss = 1.869938 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.557801), count: 1, class_loss = 0.349360, iou_loss = 0.265968, total_loss = 0.615328 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.334511), count: 3, class_loss = 0.769872, iou_loss = 1.788490, total_loss = 2.558362 \n",
            " total_bbox = 121851, rewritten_bbox = 0.161673 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.601065), count: 4, class_loss = 1.103535, iou_loss = 0.493672, total_loss = 1.597206 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002037, iou_loss = 0.000000, total_loss = 0.002037 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.745031), count: 2, class_loss = 0.266496, iou_loss = 0.062483, total_loss = 0.328978 \n",
            " total_bbox = 121857, rewritten_bbox = 0.161665 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.622645), count: 9, class_loss = 2.147565, iou_loss = 1.639981, total_loss = 3.787545 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.584401), count: 1, class_loss = 0.137608, iou_loss = 0.143004, total_loss = 0.280613 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000824, iou_loss = 0.000000, total_loss = 0.000824 \n",
            " total_bbox = 121867, rewritten_bbox = 0.161652 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.638356), count: 5, class_loss = 2.171887, iou_loss = 0.595763, total_loss = 2.767650 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728309), count: 1, class_loss = 0.358894, iou_loss = 0.070103, total_loss = 0.428997 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006283, iou_loss = 0.000000, total_loss = 0.006283 \n",
            " total_bbox = 121873, rewritten_bbox = 0.161644 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.680261), count: 5, class_loss = 1.266480, iou_loss = 0.705434, total_loss = 1.971914 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.691207), count: 2, class_loss = 0.323408, iou_loss = 0.186965, total_loss = 0.510374 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.514062), count: 3, class_loss = 0.702360, iou_loss = 0.789708, total_loss = 1.492068 \n",
            " total_bbox = 121883, rewritten_bbox = 0.161630 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.579533), count: 4, class_loss = 0.956267, iou_loss = 0.682865, total_loss = 1.639132 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002465, iou_loss = 0.000000, total_loss = 0.002465 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.430138), count: 4, class_loss = 0.470295, iou_loss = 1.104669, total_loss = 1.574964 \n",
            " total_bbox = 121891, rewritten_bbox = 0.161620 % \n",
            "\u001b]2;841/10000: loss=1.3 hours left=12.1\u0007\n",
            " 841: 1.314616, 1.393729 avg loss, 0.000500 rate, 6.868277 seconds, 53824 images, 12.143903 hours left\n",
            "Loaded: 0.000079 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.581484), count: 7, class_loss = 1.656261, iou_loss = 1.586835, total_loss = 3.243097 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.503651), count: 4, class_loss = 1.117559, iou_loss = 0.801477, total_loss = 1.919036 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002406, iou_loss = 0.000000, total_loss = 0.002406 \n",
            " total_bbox = 121902, rewritten_bbox = 0.161605 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.661189), count: 1, class_loss = 0.374630, iou_loss = 0.172607, total_loss = 0.547236 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.015429, iou_loss = 0.000000, total_loss = 0.015429 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.516189), count: 3, class_loss = 0.689377, iou_loss = 0.506457, total_loss = 1.195834 \n",
            " total_bbox = 121906, rewritten_bbox = 0.161600 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.596974), count: 6, class_loss = 1.514284, iou_loss = 1.376553, total_loss = 2.890837 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.419977), count: 5, class_loss = 1.204959, iou_loss = 3.364486, total_loss = 4.569446 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001808, iou_loss = 0.000000, total_loss = 0.001808 \n",
            " total_bbox = 121917, rewritten_bbox = 0.162406 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.685939), count: 7, class_loss = 1.214797, iou_loss = 0.592963, total_loss = 1.807760 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.506650), count: 4, class_loss = 1.334510, iou_loss = 6.662586, total_loss = 7.997096 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.095731), count: 1, class_loss = 0.379970, iou_loss = 2.240261, total_loss = 2.620231 \n",
            " total_bbox = 121929, rewritten_bbox = 0.162390 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.571282), count: 17, class_loss = 5.482033, iou_loss = 3.388638, total_loss = 8.870670 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.848866), count: 1, class_loss = 0.359440, iou_loss = 0.083672, total_loss = 0.443112 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009668, iou_loss = 0.000000, total_loss = 0.009668 \n",
            " total_bbox = 121947, rewritten_bbox = 0.162366 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.695823), count: 8, class_loss = 1.995795, iou_loss = 0.988862, total_loss = 2.984657 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.651243), count: 1, class_loss = 0.317184, iou_loss = 0.076160, total_loss = 0.393344 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000198, iou_loss = 0.000000, total_loss = 0.000198 \n",
            " total_bbox = 121956, rewritten_bbox = 0.162354 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.827923), count: 1, class_loss = 0.523805, iou_loss = 0.016654, total_loss = 0.540459 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.423552), count: 1, class_loss = 0.054189, iou_loss = 0.292553, total_loss = 0.346743 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.572828), count: 1, class_loss = 0.119817, iou_loss = 0.189619, total_loss = 0.309435 \n",
            " total_bbox = 121959, rewritten_bbox = 0.162350 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.664000), count: 13, class_loss = 3.598583, iou_loss = 1.619753, total_loss = 5.218336 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.050060, iou_loss = 0.000000, total_loss = 0.050060 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002665, iou_loss = 0.000000, total_loss = 0.002665 \n",
            " total_bbox = 121972, rewritten_bbox = 0.162332 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.579540), count: 3, class_loss = 0.629809, iou_loss = 0.433954, total_loss = 1.063763 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.627130), count: 2, class_loss = 0.278695, iou_loss = 0.215325, total_loss = 0.494020 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.089267, iou_loss = 0.000000, total_loss = 0.089267 \n",
            " total_bbox = 121977, rewritten_bbox = 0.162326 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.514710), count: 6, class_loss = 1.321423, iou_loss = 1.201923, total_loss = 2.523346 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.552039), count: 3, class_loss = 1.005903, iou_loss = 0.848066, total_loss = 1.853969 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001504, iou_loss = 0.000000, total_loss = 0.001504 \n",
            " total_bbox = 121986, rewritten_bbox = 0.162314 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.654077), count: 3, class_loss = 0.558417, iou_loss = 0.423233, total_loss = 0.981650 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.662569), count: 1, class_loss = 0.357238, iou_loss = 0.099870, total_loss = 0.457108 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.266446), count: 2, class_loss = 0.542610, iou_loss = 1.408117, total_loss = 1.950727 \n",
            " total_bbox = 121992, rewritten_bbox = 0.162306 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602418), count: 8, class_loss = 1.809764, iou_loss = 0.991823, total_loss = 2.801587 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.558937), count: 3, class_loss = 0.757533, iou_loss = 0.824176, total_loss = 1.581709 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.014980, iou_loss = 0.000000, total_loss = 0.014980 \n",
            " total_bbox = 122003, rewritten_bbox = 0.162291 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.632578), count: 6, class_loss = 1.352429, iou_loss = 0.821569, total_loss = 2.173998 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.535568), count: 3, class_loss = 1.088118, iou_loss = 0.612653, total_loss = 1.700771 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000463, iou_loss = 0.000000, total_loss = 0.000463 \n",
            " total_bbox = 122012, rewritten_bbox = 0.162279 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.597683), count: 6, class_loss = 1.387189, iou_loss = 1.502669, total_loss = 2.889858 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.658109), count: 7, class_loss = 1.965995, iou_loss = 0.912413, total_loss = 2.878407 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009859, iou_loss = 0.000000, total_loss = 0.009859 \n",
            " total_bbox = 122025, rewritten_bbox = 0.162262 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.819659), count: 2, class_loss = 0.401899, iou_loss = 0.196448, total_loss = 0.598347 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.531800), count: 9, class_loss = 2.464730, iou_loss = 1.855620, total_loss = 4.320350 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.492032), count: 4, class_loss = 1.385031, iou_loss = 1.099542, total_loss = 2.484573 \n",
            " total_bbox = 122040, rewritten_bbox = 0.162242 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.576967), count: 3, class_loss = 0.649507, iou_loss = 0.519341, total_loss = 1.168848 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005219, iou_loss = 0.000000, total_loss = 0.005219 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.467886), count: 2, class_loss = 0.179048, iou_loss = 0.517406, total_loss = 0.696455 \n",
            " total_bbox = 122045, rewritten_bbox = 0.162235 % \n",
            "\u001b]2;842/10000: loss=1.6 hours left=12.2\u0007\n",
            " 842: 1.640007, 1.418357 avg loss, 0.000503 rate, 7.085070 seconds, 53888 images, 12.197206 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.698209), count: 5, class_loss = 2.168292, iou_loss = 0.509921, total_loss = 2.678213 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.595558), count: 5, class_loss = 1.659638, iou_loss = 0.879847, total_loss = 2.539485 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.512351), count: 1, class_loss = 0.258198, iou_loss = 0.245196, total_loss = 0.503394 \n",
            " total_bbox = 122056, rewritten_bbox = 0.162221 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.646736), count: 5, class_loss = 1.442937, iou_loss = 0.602519, total_loss = 2.045456 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.536757), count: 2, class_loss = 0.625845, iou_loss = 0.446499, total_loss = 1.072344 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.054508, iou_loss = 0.000000, total_loss = 0.054508 \n",
            " total_bbox = 122063, rewritten_bbox = 0.162211 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.606966), count: 7, class_loss = 1.476528, iou_loss = 1.151939, total_loss = 2.628468 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731167), count: 4, class_loss = 1.351724, iou_loss = 0.502675, total_loss = 1.854399 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.072113, iou_loss = 0.000000, total_loss = 0.072113 \n",
            " total_bbox = 122074, rewritten_bbox = 0.162197 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.661404), count: 6, class_loss = 1.299585, iou_loss = 0.676917, total_loss = 1.976502 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.757000), count: 1, class_loss = 0.239760, iou_loss = 0.154946, total_loss = 0.394706 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.588291), count: 3, class_loss = 0.437689, iou_loss = 0.380565, total_loss = 0.818254 \n",
            " total_bbox = 122084, rewritten_bbox = 0.162183 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.741940), count: 4, class_loss = 0.543301, iou_loss = 0.189233, total_loss = 0.732533 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004605, iou_loss = 0.000000, total_loss = 0.004605 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.032700, iou_loss = 0.000000, total_loss = 0.032700 \n",
            " total_bbox = 122088, rewritten_bbox = 0.162178 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.657243), count: 5, class_loss = 1.373026, iou_loss = 0.789082, total_loss = 2.162108 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.430751), count: 1, class_loss = 0.246849, iou_loss = 0.304457, total_loss = 0.551306 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.646366), count: 2, class_loss = 0.338737, iou_loss = 0.195493, total_loss = 0.534230 \n",
            " total_bbox = 122096, rewritten_bbox = 0.162167 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.521291), count: 8, class_loss = 1.578958, iou_loss = 1.322596, total_loss = 2.901553 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.032804, iou_loss = 0.000000, total_loss = 0.032804 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.429177), count: 3, class_loss = 0.720164, iou_loss = 1.040297, total_loss = 1.760461 \n",
            " total_bbox = 122107, rewritten_bbox = 0.162153 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.663734), count: 5, class_loss = 1.164024, iou_loss = 0.660324, total_loss = 1.824348 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.462793), count: 1, class_loss = 0.346369, iou_loss = 0.240882, total_loss = 0.587250 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002838, iou_loss = 0.000000, total_loss = 0.002838 \n",
            " total_bbox = 122113, rewritten_bbox = 0.162145 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.685986), count: 4, class_loss = 0.997060, iou_loss = 0.343148, total_loss = 1.340208 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.512895), count: 1, class_loss = 0.185769, iou_loss = 0.282674, total_loss = 0.468443 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002214, iou_loss = 0.000000, total_loss = 0.002214 \n",
            " total_bbox = 122118, rewritten_bbox = 0.162138 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.569900), count: 6, class_loss = 1.624144, iou_loss = 1.327074, total_loss = 2.951218 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.603983), count: 7, class_loss = 1.808374, iou_loss = 0.970272, total_loss = 2.778646 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001020, iou_loss = 0.000000, total_loss = 0.001020 \n",
            " total_bbox = 122131, rewritten_bbox = 0.162121 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.523833), count: 4, class_loss = 0.989774, iou_loss = 0.958008, total_loss = 1.947783 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001310, iou_loss = 0.000000, total_loss = 0.001310 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001480, iou_loss = 0.000000, total_loss = 0.001480 \n",
            " total_bbox = 122135, rewritten_bbox = 0.162116 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.582453), count: 6, class_loss = 1.537014, iou_loss = 1.005848, total_loss = 2.542862 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.012518, iou_loss = 0.000000, total_loss = 0.012518 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001240, iou_loss = 0.000000, total_loss = 0.001240 \n",
            " total_bbox = 122141, rewritten_bbox = 0.162108 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.735552), count: 3, class_loss = 1.279630, iou_loss = 0.196112, total_loss = 1.475742 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.486414), count: 1, class_loss = 0.189532, iou_loss = 0.223753, total_loss = 0.413285 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.679385), count: 2, class_loss = 0.086765, iou_loss = 0.275344, total_loss = 0.362108 \n",
            " total_bbox = 122147, rewritten_bbox = 0.162100 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.615730), count: 3, class_loss = 1.073563, iou_loss = 0.321506, total_loss = 1.395068 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.023541, iou_loss = 0.000000, total_loss = 0.023541 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.536188), count: 1, class_loss = 0.126702, iou_loss = 0.166680, total_loss = 0.293381 \n",
            " total_bbox = 122151, rewritten_bbox = 0.162094 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.599012), count: 8, class_loss = 1.730048, iou_loss = 1.223028, total_loss = 2.953076 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.557594), count: 6, class_loss = 2.369766, iou_loss = 1.512908, total_loss = 3.882674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001397, iou_loss = 0.000000, total_loss = 0.001397 \n",
            " total_bbox = 122165, rewritten_bbox = 0.162076 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.628121), count: 10, class_loss = 2.618570, iou_loss = 1.078842, total_loss = 3.697412 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.574526), count: 5, class_loss = 1.381357, iou_loss = 0.939404, total_loss = 2.320761 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005170, iou_loss = 0.000000, total_loss = 0.005170 \n",
            " total_bbox = 122180, rewritten_bbox = 0.162056 % \n",
            "\u001b]2;843/10000: loss=1.2 hours left=12.3\u0007\n",
            " 843: 1.179940, 1.394515 avg loss, 0.000505 rate, 7.093874 seconds, 53952 images, 12.255473 hours left\n",
            "Loaded: 0.000080 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.615223), count: 4, class_loss = 0.783675, iou_loss = 0.430745, total_loss = 1.214420 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002433, iou_loss = 0.000000, total_loss = 0.002433 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.553083), count: 1, class_loss = 0.146082, iou_loss = 0.200265, total_loss = 0.346347 \n",
            " total_bbox = 122185, rewritten_bbox = 0.162049 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.625566), count: 5, class_loss = 1.194901, iou_loss = 0.463532, total_loss = 1.658433 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.277404), count: 1, class_loss = 0.148540, iou_loss = 0.526273, total_loss = 0.674813 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000884, iou_loss = 0.000000, total_loss = 0.000884 \n",
            " total_bbox = 122191, rewritten_bbox = 0.162041 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.640265), count: 16, class_loss = 3.713490, iou_loss = 2.558409, total_loss = 6.271899 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.507209), count: 12, class_loss = 4.440407, iou_loss = 4.195821, total_loss = 8.636228 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008893, iou_loss = 0.000000, total_loss = 0.008893 \n",
            " total_bbox = 122219, rewritten_bbox = 0.162004 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.557293), count: 5, class_loss = 1.443607, iou_loss = 1.002759, total_loss = 2.446366 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.397306), count: 1, class_loss = 0.252303, iou_loss = 0.280059, total_loss = 0.532362 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.542374), count: 2, class_loss = 0.461941, iou_loss = 0.321182, total_loss = 0.783124 \n",
            " total_bbox = 122227, rewritten_bbox = 0.161994 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.583759), count: 6, class_loss = 1.640769, iou_loss = 1.343345, total_loss = 2.984114 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.557632), count: 13, class_loss = 4.494245, iou_loss = 3.017168, total_loss = 7.511413 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.645360), count: 1, class_loss = 0.147158, iou_loss = 0.077380, total_loss = 0.224538 \n",
            " total_bbox = 122247, rewritten_bbox = 0.161967 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.521613), count: 7, class_loss = 1.524318, iou_loss = 1.921230, total_loss = 3.445547 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.599339), count: 3, class_loss = 1.111737, iou_loss = 0.521453, total_loss = 1.633190 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001141, iou_loss = 0.000000, total_loss = 0.001141 \n",
            " total_bbox = 122257, rewritten_bbox = 0.161954 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.678508), count: 8, class_loss = 2.055455, iou_loss = 1.179861, total_loss = 3.235316 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005274, iou_loss = 0.000000, total_loss = 0.005274 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.324689), count: 3, class_loss = 1.053578, iou_loss = 3.805076, total_loss = 4.858654 \n",
            " total_bbox = 122268, rewritten_bbox = 0.161939 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.639214), count: 10, class_loss = 3.232220, iou_loss = 1.080919, total_loss = 4.313138 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.674654), count: 1, class_loss = 0.560885, iou_loss = 0.140051, total_loss = 0.700935 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000163, iou_loss = 0.000000, total_loss = 0.000163 \n",
            " total_bbox = 122279, rewritten_bbox = 0.161925 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658657), count: 3, class_loss = 1.183363, iou_loss = 0.753618, total_loss = 1.936981 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.650286), count: 1, class_loss = 0.342307, iou_loss = 0.215749, total_loss = 0.558056 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.529180), count: 5, class_loss = 0.944992, iou_loss = 1.397626, total_loss = 2.342618 \n",
            " total_bbox = 122288, rewritten_bbox = 0.161913 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.595638), count: 6, class_loss = 1.818890, iou_loss = 1.226658, total_loss = 3.045547 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.495189), count: 2, class_loss = 0.868127, iou_loss = 0.515253, total_loss = 1.383380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.407310), count: 1, class_loss = 0.502450, iou_loss = 0.348207, total_loss = 0.850657 \n",
            " total_bbox = 122297, rewritten_bbox = 0.161901 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.670885), count: 6, class_loss = 1.326737, iou_loss = 0.875534, total_loss = 2.202271 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.657995), count: 5, class_loss = 2.252660, iou_loss = 0.744714, total_loss = 2.997374 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.521800), count: 2, class_loss = 0.532952, iou_loss = 0.293713, total_loss = 0.826665 \n",
            " total_bbox = 122310, rewritten_bbox = 0.161884 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.607092), count: 5, class_loss = 1.174731, iou_loss = 0.432103, total_loss = 1.606834 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004629, iou_loss = 0.000000, total_loss = 0.004629 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005448, iou_loss = 0.000000, total_loss = 0.005448 \n",
            " total_bbox = 122315, rewritten_bbox = 0.161877 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.743845), count: 5, class_loss = 1.498089, iou_loss = 0.350280, total_loss = 1.848369 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.654437), count: 2, class_loss = 0.096809, iou_loss = 0.211060, total_loss = 0.307869 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.410308), count: 2, class_loss = 0.711798, iou_loss = 1.032456, total_loss = 1.744255 \n",
            " total_bbox = 122324, rewritten_bbox = 0.161865 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689722), count: 6, class_loss = 1.282725, iou_loss = 0.816593, total_loss = 2.099318 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.515159), count: 3, class_loss = 0.857109, iou_loss = 0.970944, total_loss = 1.828054 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002571, iou_loss = 0.000000, total_loss = 0.002571 \n",
            " total_bbox = 122333, rewritten_bbox = 0.161853 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.569768), count: 2, class_loss = 0.426769, iou_loss = 0.387828, total_loss = 0.814597 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.456320), count: 4, class_loss = 0.617563, iou_loss = 1.237511, total_loss = 1.855074 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.439626), count: 1, class_loss = 0.140160, iou_loss = 0.263838, total_loss = 0.403998 \n",
            " total_bbox = 122340, rewritten_bbox = 0.161844 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.550358), count: 3, class_loss = 0.676477, iou_loss = 0.484318, total_loss = 1.160795 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.296100), count: 1, class_loss = 0.288155, iou_loss = 0.765166, total_loss = 1.053321 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.555001), count: 2, class_loss = 0.439037, iou_loss = 0.618373, total_loss = 1.057410 \n",
            " total_bbox = 122346, rewritten_bbox = 0.161836 % \n",
            "\u001b]2;844/10000: loss=1.7 hours left=12.3\u0007\n",
            " 844: 1.738036, 1.428867 avg loss, 0.000507 rate, 7.107916 seconds, 54016 images, 12.313362 hours left\n",
            "Loaded: 0.000089 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.652746), count: 6, class_loss = 1.545247, iou_loss = 0.891446, total_loss = 2.436693 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.533347), count: 2, class_loss = 0.175771, iou_loss = 0.352920, total_loss = 0.528692 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000237, iou_loss = 0.000000, total_loss = 0.000237 \n",
            " total_bbox = 122354, rewritten_bbox = 0.161826 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.762598), count: 3, class_loss = 0.741383, iou_loss = 0.173215, total_loss = 0.914598 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.503827), count: 6, class_loss = 1.587148, iou_loss = 1.543612, total_loss = 3.130760 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.444337), count: 1, class_loss = 0.214409, iou_loss = 0.166340, total_loss = 0.380750 \n",
            " total_bbox = 122364, rewritten_bbox = 0.161812 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.601383), count: 4, class_loss = 1.045083, iou_loss = 0.482118, total_loss = 1.527201 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.326985), count: 1, class_loss = 0.253373, iou_loss = 0.703627, total_loss = 0.957000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000029, iou_loss = 0.000000, total_loss = 0.000029 \n",
            " total_bbox = 122369, rewritten_bbox = 0.161806 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.541899), count: 4, class_loss = 0.901497, iou_loss = 0.895700, total_loss = 1.797197 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.516581), count: 1, class_loss = 0.533668, iou_loss = 0.249657, total_loss = 0.783325 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.340847), count: 4, class_loss = 0.736172, iou_loss = 1.229017, total_loss = 1.965188 \n",
            " total_bbox = 122378, rewritten_bbox = 0.161794 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.576798), count: 7, class_loss = 1.981760, iou_loss = 1.668444, total_loss = 3.650204 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.618650), count: 5, class_loss = 1.580816, iou_loss = 0.881180, total_loss = 2.461996 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.726855), count: 1, class_loss = 0.382557, iou_loss = 0.050486, total_loss = 0.433042 \n",
            " total_bbox = 122391, rewritten_bbox = 0.161777 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.671377), count: 15, class_loss = 3.262034, iou_loss = 1.845835, total_loss = 5.107869 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.440570), count: 1, class_loss = 0.320902, iou_loss = 0.302038, total_loss = 0.622939 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000074, iou_loss = 0.000000, total_loss = 0.000074 \n",
            " total_bbox = 122407, rewritten_bbox = 0.161755 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602321), count: 6, class_loss = 1.711825, iou_loss = 1.049444, total_loss = 2.761269 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.620808), count: 4, class_loss = 1.231420, iou_loss = 0.625539, total_loss = 1.856959 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000341, iou_loss = 0.000000, total_loss = 0.000341 \n",
            " total_bbox = 122417, rewritten_bbox = 0.161742 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.681715), count: 5, class_loss = 1.423939, iou_loss = 0.640222, total_loss = 2.064161 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.617727), count: 1, class_loss = 0.239884, iou_loss = 0.088988, total_loss = 0.328872 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003470, iou_loss = 0.000000, total_loss = 0.003470 \n",
            " total_bbox = 122423, rewritten_bbox = 0.161734 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602601), count: 5, class_loss = 1.168633, iou_loss = 0.654839, total_loss = 1.823472 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000194, iou_loss = 0.000000, total_loss = 0.000194 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.477804), count: 3, class_loss = 0.421213, iou_loss = 0.789527, total_loss = 1.210740 \n",
            " total_bbox = 122431, rewritten_bbox = 0.161724 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.571252), count: 4, class_loss = 0.858874, iou_loss = 0.468483, total_loss = 1.327358 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.640304), count: 1, class_loss = 0.055063, iou_loss = 0.099379, total_loss = 0.154442 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000531, iou_loss = 0.000000, total_loss = 0.000531 \n",
            " total_bbox = 122436, rewritten_bbox = 0.161717 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.618547), count: 8, class_loss = 2.089996, iou_loss = 1.490206, total_loss = 3.580203 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.389467), count: 5, class_loss = 1.756564, iou_loss = 2.138353, total_loss = 3.894917 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004684, iou_loss = 0.000000, total_loss = 0.004684 \n",
            " total_bbox = 122449, rewritten_bbox = 0.161700 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.598494), count: 4, class_loss = 1.138538, iou_loss = 0.760470, total_loss = 1.899008 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.585500), count: 2, class_loss = 0.416148, iou_loss = 0.262601, total_loss = 0.678748 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.475555), count: 2, class_loss = 0.286178, iou_loss = 0.405933, total_loss = 0.692111 \n",
            " total_bbox = 122457, rewritten_bbox = 0.161689 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.635857), count: 10, class_loss = 1.956603, iou_loss = 1.048567, total_loss = 3.005169 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.011140, iou_loss = 0.000000, total_loss = 0.011140 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.219660), count: 2, class_loss = 0.595858, iou_loss = 2.805316, total_loss = 3.401174 \n",
            " total_bbox = 122469, rewritten_bbox = 0.161674 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.567997), count: 4, class_loss = 1.451928, iou_loss = 0.879192, total_loss = 2.331120 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.489296), count: 2, class_loss = 0.633405, iou_loss = 0.568433, total_loss = 1.201838 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.277580), count: 2, class_loss = 0.760475, iou_loss = 1.531949, total_loss = 2.292423 \n",
            " total_bbox = 122477, rewritten_bbox = 0.161663 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.511873), count: 2, class_loss = 0.532593, iou_loss = 0.436534, total_loss = 0.969126 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.528908), count: 2, class_loss = 0.465130, iou_loss = 0.526919, total_loss = 0.992049 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.401141), count: 1, class_loss = 0.483165, iou_loss = 0.418035, total_loss = 0.901200 \n",
            " total_bbox = 122482, rewritten_bbox = 0.161656 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.634710), count: 8, class_loss = 2.179431, iou_loss = 0.969314, total_loss = 3.148745 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.590850), count: 4, class_loss = 2.145262, iou_loss = 1.002477, total_loss = 3.147738 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000330, iou_loss = 0.000000, total_loss = 0.000330 \n",
            " total_bbox = 122494, rewritten_bbox = 0.161641 % \n",
            "\u001b]2;845/10000: loss=1.5 hours left=12.4\u0007\n",
            " 845: 1.466278, 1.432608 avg loss, 0.000510 rate, 7.074089 seconds, 54080 images, 12.371009 hours left\n",
            "Loaded: 0.000073 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.536238), count: 8, class_loss = 2.376996, iou_loss = 1.967815, total_loss = 4.344810 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.556599), count: 2, class_loss = 0.732821, iou_loss = 0.589612, total_loss = 1.322433 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.435568), count: 3, class_loss = 0.652349, iou_loss = 0.828131, total_loss = 1.480479 \n",
            " total_bbox = 122507, rewritten_bbox = 0.161623 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.591691), count: 6, class_loss = 0.935761, iou_loss = 0.720549, total_loss = 1.656310 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.330764), count: 2, class_loss = 0.546863, iou_loss = 1.168607, total_loss = 1.715471 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000020, iou_loss = 0.000000, total_loss = 0.000020 \n",
            " total_bbox = 122515, rewritten_bbox = 0.161613 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.685354), count: 6, class_loss = 1.529032, iou_loss = 0.596104, total_loss = 2.125136 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001986, iou_loss = 0.000000, total_loss = 0.001986 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000031, iou_loss = 0.000000, total_loss = 0.000031 \n",
            " total_bbox = 122521, rewritten_bbox = 0.161605 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.551507), count: 5, class_loss = 1.459363, iou_loss = 0.800429, total_loss = 2.259791 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.446208), count: 1, class_loss = 0.156921, iou_loss = 0.405766, total_loss = 0.562687 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.208174), count: 1, class_loss = 0.004446, iou_loss = 0.834692, total_loss = 0.839139 \n",
            " total_bbox = 122528, rewritten_bbox = 0.161596 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.596063), count: 3, class_loss = 0.547253, iou_loss = 0.655746, total_loss = 1.202999 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.073918, iou_loss = 0.000000, total_loss = 0.073918 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005889, iou_loss = 0.000000, total_loss = 0.005889 \n",
            " total_bbox = 122531, rewritten_bbox = 0.161592 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.591972), count: 3, class_loss = 0.577148, iou_loss = 0.445790, total_loss = 1.022938 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.667175), count: 6, class_loss = 1.390775, iou_loss = 0.947808, total_loss = 2.338584 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.380605), count: 2, class_loss = 0.371747, iou_loss = 0.910235, total_loss = 1.281981 \n",
            " total_bbox = 122542, rewritten_bbox = 0.161577 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.652484), count: 12, class_loss = 2.615462, iou_loss = 1.799681, total_loss = 4.415143 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.562150), count: 7, class_loss = 2.565055, iou_loss = 1.603815, total_loss = 4.168870 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000670, iou_loss = 0.000000, total_loss = 0.000670 \n",
            " total_bbox = 122561, rewritten_bbox = 0.161552 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.664652), count: 2, class_loss = 0.150848, iou_loss = 0.172747, total_loss = 0.323595 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003547, iou_loss = 0.000000, total_loss = 0.003547 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.516836), count: 2, class_loss = 0.413714, iou_loss = 0.289598, total_loss = 0.703312 \n",
            " total_bbox = 122565, rewritten_bbox = 0.161547 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.682058), count: 7, class_loss = 1.602309, iou_loss = 0.716810, total_loss = 2.319119 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.576167), count: 5, class_loss = 2.608041, iou_loss = 0.764926, total_loss = 3.372967 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000052, iou_loss = 0.000000, total_loss = 0.000052 \n",
            " total_bbox = 122577, rewritten_bbox = 0.161531 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.588638), count: 9, class_loss = 1.942590, iou_loss = 1.436218, total_loss = 3.378808 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.524320), count: 6, class_loss = 1.123380, iou_loss = 1.840041, total_loss = 2.963420 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.386907), count: 1, class_loss = 0.422815, iou_loss = 0.519284, total_loss = 0.942098 \n",
            " total_bbox = 122593, rewritten_bbox = 0.161510 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.491623), count: 3, class_loss = 0.729397, iou_loss = 0.658539, total_loss = 1.387936 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.680309), count: 2, class_loss = 0.804525, iou_loss = 0.251718, total_loss = 1.056243 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.489935), count: 2, class_loss = 0.499982, iou_loss = 0.402976, total_loss = 0.902958 \n",
            " total_bbox = 122600, rewritten_bbox = 0.161501 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.728077), count: 3, class_loss = 0.563981, iou_loss = 0.147456, total_loss = 0.711437 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000465, iou_loss = 0.000000, total_loss = 0.000465 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.549660), count: 1, class_loss = 0.164973, iou_loss = 0.110868, total_loss = 0.275841 \n",
            " total_bbox = 122604, rewritten_bbox = 0.161496 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.636424), count: 6, class_loss = 1.815543, iou_loss = 0.538452, total_loss = 2.353995 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.630207), count: 2, class_loss = 0.625338, iou_loss = 0.288438, total_loss = 0.913776 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 122612, rewritten_bbox = 0.161485 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.635128), count: 4, class_loss = 1.012690, iou_loss = 0.520377, total_loss = 1.533067 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.429925), count: 2, class_loss = 0.551066, iou_loss = 0.549400, total_loss = 1.100466 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.521738), count: 1, class_loss = 0.273931, iou_loss = 0.164373, total_loss = 0.438304 \n",
            " total_bbox = 122619, rewritten_bbox = 0.161476 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.497576), count: 3, class_loss = 0.590640, iou_loss = 0.494734, total_loss = 1.085374 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.451727), count: 2, class_loss = 0.748365, iou_loss = 0.668847, total_loss = 1.417212 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000049, iou_loss = 0.000000, total_loss = 0.000049 \n",
            " total_bbox = 122624, rewritten_bbox = 0.161469 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.708010), count: 5, class_loss = 1.234886, iou_loss = 0.497380, total_loss = 1.732266 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.063461, iou_loss = 0.000000, total_loss = 0.063461 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.391192), count: 1, class_loss = 0.336576, iou_loss = 0.357030, total_loss = 0.693606 \n",
            " total_bbox = 122630, rewritten_bbox = 0.161461 % \n",
            "\u001b]2;846/10000: loss=1.3 hours left=12.4\u0007\n",
            " 846: 1.260264, 1.415374 avg loss, 0.000512 rate, 7.129837 seconds, 54144 images, 12.427200 hours left\n",
            "Loaded: 0.000099 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.651800), count: 6, class_loss = 1.445474, iou_loss = 0.575810, total_loss = 2.021284 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.432860), count: 2, class_loss = 0.607380, iou_loss = 0.697301, total_loss = 1.304680 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.196838), count: 1, class_loss = 0.345197, iou_loss = 0.861116, total_loss = 1.206313 \n",
            " total_bbox = 122639, rewritten_bbox = 0.161449 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.642867), count: 4, class_loss = 0.843804, iou_loss = 0.240450, total_loss = 1.084254 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002409, iou_loss = 0.000000, total_loss = 0.002409 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.198096), count: 1, class_loss = 0.290779, iou_loss = 1.257473, total_loss = 1.548251 \n",
            " total_bbox = 122644, rewritten_bbox = 0.162258 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.559218), count: 4, class_loss = 0.715971, iou_loss = 0.801641, total_loss = 1.517612 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719719), count: 1, class_loss = 0.219452, iou_loss = 0.138433, total_loss = 0.357885 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.540379), count: 3, class_loss = 0.596176, iou_loss = 1.118228, total_loss = 1.714404 \n",
            " total_bbox = 122652, rewritten_bbox = 0.162248 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.609623), count: 7, class_loss = 1.973452, iou_loss = 1.218492, total_loss = 3.191945 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.521210), count: 1, class_loss = 0.245646, iou_loss = 0.162598, total_loss = 0.408243 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 122660, rewritten_bbox = 0.162237 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.518310), count: 6, class_loss = 2.201314, iou_loss = 1.577291, total_loss = 3.778605 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.667494), count: 8, class_loss = 2.373671, iou_loss = 1.035418, total_loss = 3.409089 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.588650), count: 3, class_loss = 0.749168, iou_loss = 0.297060, total_loss = 1.046228 \n",
            " total_bbox = 122677, rewritten_bbox = 0.162215 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.719777), count: 7, class_loss = 1.475434, iou_loss = 0.547504, total_loss = 2.022938 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.565836), count: 7, class_loss = 2.069597, iou_loss = 1.663466, total_loss = 3.733063 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000057, iou_loss = 0.000000, total_loss = 0.000057 \n",
            " total_bbox = 122691, rewritten_bbox = 0.162196 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.540547), count: 4, class_loss = 1.316078, iou_loss = 0.533857, total_loss = 1.849936 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.012836, iou_loss = 0.000000, total_loss = 0.012836 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.813702), count: 1, class_loss = 0.072805, iou_loss = 0.036864, total_loss = 0.109669 \n",
            " total_bbox = 122696, rewritten_bbox = 0.162189 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.651608), count: 2, class_loss = 0.357269, iou_loss = 0.149082, total_loss = 0.506351 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002426, iou_loss = 0.000000, total_loss = 0.002426 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.524805), count: 4, class_loss = 1.002144, iou_loss = 1.101236, total_loss = 2.103380 \n",
            " total_bbox = 122702, rewritten_bbox = 0.162182 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.694847), count: 4, class_loss = 0.753766, iou_loss = 0.484147, total_loss = 1.237913 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000381, iou_loss = 0.000000, total_loss = 0.000381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000023, iou_loss = 0.000000, total_loss = 0.000023 \n",
            " total_bbox = 122706, rewritten_bbox = 0.162176 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.603417), count: 10, class_loss = 2.462213, iou_loss = 1.592736, total_loss = 4.054949 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.619474), count: 4, class_loss = 1.288649, iou_loss = 0.615232, total_loss = 1.903882 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000063, iou_loss = 0.000000, total_loss = 0.000063 \n",
            " total_bbox = 122720, rewritten_bbox = 0.162158 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.632339), count: 6, class_loss = 1.611996, iou_loss = 0.696648, total_loss = 2.308644 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.500297), count: 1, class_loss = 0.105728, iou_loss = 0.223616, total_loss = 0.329345 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 122727, rewritten_bbox = 0.162149 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.561344), count: 5, class_loss = 1.197724, iou_loss = 0.877546, total_loss = 2.075270 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.551562), count: 4, class_loss = 1.041471, iou_loss = 0.990134, total_loss = 2.031606 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000034, iou_loss = 0.000000, total_loss = 0.000034 \n",
            " total_bbox = 122736, rewritten_bbox = 0.162137 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.576733), count: 6, class_loss = 1.244803, iou_loss = 1.062462, total_loss = 2.307265 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.607344), count: 6, class_loss = 2.044085, iou_loss = 1.459054, total_loss = 3.503139 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000013, iou_loss = 0.000000, total_loss = 0.000013 \n",
            " total_bbox = 122748, rewritten_bbox = 0.162121 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.713123), count: 5, class_loss = 1.320672, iou_loss = 0.682437, total_loss = 2.003109 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767273), count: 1, class_loss = 0.375933, iou_loss = 0.034635, total_loss = 0.410568 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.373281), count: 1, class_loss = 0.252009, iou_loss = 0.210048, total_loss = 0.462058 \n",
            " total_bbox = 122755, rewritten_bbox = 0.162112 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.630215), count: 7, class_loss = 1.432067, iou_loss = 0.615354, total_loss = 2.047421 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.736111), count: 1, class_loss = 0.271651, iou_loss = 0.320665, total_loss = 0.592316 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.583433), count: 2, class_loss = 0.398463, iou_loss = 0.356585, total_loss = 0.755048 \n",
            " total_bbox = 122765, rewritten_bbox = 0.162098 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.754162), count: 6, class_loss = 1.198062, iou_loss = 0.344684, total_loss = 1.542746 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.650216), count: 5, class_loss = 1.582265, iou_loss = 0.819985, total_loss = 2.402250 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.569151), count: 3, class_loss = 0.578980, iou_loss = 0.500164, total_loss = 1.079144 \n",
            " total_bbox = 122779, rewritten_bbox = 0.162894 % \n",
            "\u001b]2;847/10000: loss=1.3 hours left=12.5\u0007\n",
            " 847: 1.332897, 1.407126 avg loss, 0.000515 rate, 7.094855 seconds, 54208 images, 12.484226 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.663201), count: 6, class_loss = 1.288505, iou_loss = 0.498453, total_loss = 1.786957 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000440, iou_loss = 0.000000, total_loss = 0.000440 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 122785, rewritten_bbox = 0.162886 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.564176), count: 3, class_loss = 0.738846, iou_loss = 0.441756, total_loss = 1.180603 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003217, iou_loss = 0.000000, total_loss = 0.003217 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.468229), count: 4, class_loss = 0.656240, iou_loss = 0.957074, total_loss = 1.613313 \n",
            " total_bbox = 122792, rewritten_bbox = 0.162877 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.632728), count: 5, class_loss = 1.098812, iou_loss = 0.775138, total_loss = 1.873950 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.563529), count: 5, class_loss = 0.884551, iou_loss = 1.008031, total_loss = 1.892581 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.365049), count: 2, class_loss = 0.264543, iou_loss = 0.795503, total_loss = 1.060047 \n",
            " total_bbox = 122804, rewritten_bbox = 0.162861 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.548074), count: 5, class_loss = 1.440552, iou_loss = 0.927295, total_loss = 2.367847 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.756110), count: 1, class_loss = 0.344300, iou_loss = 0.055400, total_loss = 0.399700 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.525968), count: 2, class_loss = 0.046506, iou_loss = 0.454168, total_loss = 0.500673 \n",
            " total_bbox = 122812, rewritten_bbox = 0.162851 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.597340), count: 6, class_loss = 1.102827, iou_loss = 0.884739, total_loss = 1.987565 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.451943), count: 1, class_loss = 0.275548, iou_loss = 0.269326, total_loss = 0.544875 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 122819, rewritten_bbox = 0.162841 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.650454), count: 9, class_loss = 2.002712, iou_loss = 1.057459, total_loss = 3.060171 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.582948), count: 6, class_loss = 2.120772, iou_loss = 1.206907, total_loss = 3.327680 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000010, iou_loss = 0.000000, total_loss = 0.000010 \n",
            " total_bbox = 122834, rewritten_bbox = 0.162821 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.562238), count: 4, class_loss = 0.874921, iou_loss = 0.491758, total_loss = 1.366679 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.620842), count: 1, class_loss = 0.307585, iou_loss = 0.091209, total_loss = 0.398794 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.575543), count: 1, class_loss = 0.088968, iou_loss = 0.147114, total_loss = 0.236082 \n",
            " total_bbox = 122840, rewritten_bbox = 0.162813 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.814779), count: 2, class_loss = 0.609284, iou_loss = 0.080156, total_loss = 0.689440 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.528613), count: 1, class_loss = 0.134330, iou_loss = 0.176577, total_loss = 0.310906 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.542104), count: 1, class_loss = 0.213469, iou_loss = 0.140359, total_loss = 0.353828 \n",
            " total_bbox = 122844, rewritten_bbox = 0.162808 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.678547), count: 4, class_loss = 0.973626, iou_loss = 0.429177, total_loss = 1.402804 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001638, iou_loss = 0.000000, total_loss = 0.001638 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.616894), count: 2, class_loss = 0.458225, iou_loss = 0.309644, total_loss = 0.767869 \n",
            " total_bbox = 122850, rewritten_bbox = 0.162800 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.502316), count: 1, class_loss = 0.165368, iou_loss = 0.189325, total_loss = 0.354693 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.580075), count: 27, class_loss = 7.065206, iou_loss = 5.263500, total_loss = 12.328706 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.441569), count: 1, class_loss = 0.251474, iou_loss = 0.321114, total_loss = 0.572588 \n",
            " total_bbox = 122879, rewritten_bbox = 0.162762 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.647759), count: 5, class_loss = 1.231643, iou_loss = 0.540102, total_loss = 1.771745 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.723208), count: 1, class_loss = 0.042578, iou_loss = 0.039260, total_loss = 0.081838 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.603438), count: 3, class_loss = 0.663438, iou_loss = 0.459104, total_loss = 1.122542 \n",
            " total_bbox = 122888, rewritten_bbox = 0.162750 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.565926), count: 6, class_loss = 1.112621, iou_loss = 1.964898, total_loss = 3.077518 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008019, iou_loss = 0.000000, total_loss = 0.008019 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000040, iou_loss = 0.000000, total_loss = 0.000040 \n",
            " total_bbox = 122894, rewritten_bbox = 0.163556 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.595814), count: 5, class_loss = 1.357466, iou_loss = 0.493035, total_loss = 1.850501 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.573860), count: 1, class_loss = 0.508982, iou_loss = 0.160153, total_loss = 0.669135 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000075, iou_loss = 0.000000, total_loss = 0.000075 \n",
            " total_bbox = 122900, rewritten_bbox = 0.163548 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.656540), count: 5, class_loss = 1.213378, iou_loss = 0.463691, total_loss = 1.677069 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000580, iou_loss = 0.000000, total_loss = 0.000580 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 122905, rewritten_bbox = 0.163541 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.642750), count: 8, class_loss = 2.169469, iou_loss = 1.045597, total_loss = 3.215066 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.687051), count: 1, class_loss = 0.403088, iou_loss = 0.142614, total_loss = 0.545702 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.348122), count: 1, class_loss = 0.227308, iou_loss = 0.708060, total_loss = 0.935368 \n",
            " total_bbox = 122915, rewritten_bbox = 0.163528 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.662835), count: 6, class_loss = 1.687199, iou_loss = 1.022622, total_loss = 2.709821 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.506902), count: 4, class_loss = 1.575369, iou_loss = 1.109918, total_loss = 2.685287 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000015, iou_loss = 0.000000, total_loss = 0.000015 \n",
            " total_bbox = 122925, rewritten_bbox = 0.163514 % \n",
            "\u001b]2;848/10000: loss=1.3 hours left=12.5\u0007\n",
            " 848: 1.265292, 1.392943 avg loss, 0.000517 rate, 7.101618 seconds, 54272 images, 12.539774 hours left\n",
            "Loaded: 0.000079 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.525680), count: 1, class_loss = 0.254295, iou_loss = 0.182340, total_loss = 0.436635 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.310162), count: 1, class_loss = 0.222310, iou_loss = 0.440099, total_loss = 0.662410 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.307639), count: 3, class_loss = 0.847039, iou_loss = 1.096597, total_loss = 1.943637 \n",
            " total_bbox = 122930, rewritten_bbox = 0.163508 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.651634), count: 8, class_loss = 2.395057, iou_loss = 1.208714, total_loss = 3.603771 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.567309), count: 7, class_loss = 2.495059, iou_loss = 1.934091, total_loss = 4.429150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.606026), count: 2, class_loss = 0.831000, iou_loss = 0.314882, total_loss = 1.145882 \n",
            " total_bbox = 122947, rewritten_bbox = 0.163485 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761591), count: 3, class_loss = 0.997877, iou_loss = 0.216215, total_loss = 1.214093 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.751935), count: 1, class_loss = 0.219936, iou_loss = 0.094058, total_loss = 0.313994 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.729510), count: 2, class_loss = 0.241705, iou_loss = 0.116977, total_loss = 0.358682 \n",
            " total_bbox = 122953, rewritten_bbox = 0.163477 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.591894), count: 3, class_loss = 0.640564, iou_loss = 0.408583, total_loss = 1.049147 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.692543), count: 1, class_loss = 0.169616, iou_loss = 0.094628, total_loss = 0.264244 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000064, iou_loss = 0.000000, total_loss = 0.000064 \n",
            " total_bbox = 122957, rewritten_bbox = 0.163472 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.616546), count: 6, class_loss = 1.458939, iou_loss = 0.658850, total_loss = 2.117790 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.537370), count: 7, class_loss = 1.590202, iou_loss = 1.762723, total_loss = 3.352925 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.048690, iou_loss = 0.000000, total_loss = 0.048690 \n",
            " total_bbox = 122970, rewritten_bbox = 0.163455 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.525759), count: 10, class_loss = 2.449339, iou_loss = 2.416367, total_loss = 4.865705 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.621749), count: 3, class_loss = 0.592794, iou_loss = 0.522580, total_loss = 1.115375 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000021, iou_loss = 0.000000, total_loss = 0.000021 \n",
            " total_bbox = 122983, rewritten_bbox = 0.163437 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.626276), count: 6, class_loss = 1.783100, iou_loss = 0.705622, total_loss = 2.488723 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.693735), count: 3, class_loss = 1.202611, iou_loss = 0.315200, total_loss = 1.517811 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.369038), count: 2, class_loss = 0.893325, iou_loss = 1.306640, total_loss = 2.199965 \n",
            " total_bbox = 122994, rewritten_bbox = 0.163423 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.692449), count: 7, class_loss = 1.298141, iou_loss = 0.880088, total_loss = 2.178229 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.601980), count: 5, class_loss = 1.099479, iou_loss = 0.865531, total_loss = 1.965010 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000027, iou_loss = 0.000000, total_loss = 0.000027 \n",
            " total_bbox = 123006, rewritten_bbox = 0.163407 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.593940), count: 11, class_loss = 3.184479, iou_loss = 1.967293, total_loss = 5.151771 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.619912), count: 6, class_loss = 1.723982, iou_loss = 0.796231, total_loss = 2.520213 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.299929), count: 1, class_loss = 0.351087, iou_loss = 0.477664, total_loss = 0.828751 \n",
            " total_bbox = 123024, rewritten_bbox = 0.163383 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.623099), count: 6, class_loss = 1.737536, iou_loss = 1.118037, total_loss = 2.855573 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.513476), count: 4, class_loss = 1.501593, iou_loss = 0.599728, total_loss = 2.101321 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 123034, rewritten_bbox = 0.163369 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.108261, iou_loss = 0.000000, total_loss = 0.108261 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.567121), count: 6, class_loss = 1.919812, iou_loss = 2.627848, total_loss = 4.547660 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.582255), count: 1, class_loss = 0.227072, iou_loss = 0.084187, total_loss = 0.311258 \n",
            " total_bbox = 123041, rewritten_bbox = 0.163360 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.532444), count: 6, class_loss = 1.278533, iou_loss = 0.945598, total_loss = 2.224131 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.493442), count: 4, class_loss = 2.011890, iou_loss = 0.986857, total_loss = 2.998748 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.689224), count: 2, class_loss = 0.396691, iou_loss = 0.240366, total_loss = 0.637058 \n",
            " total_bbox = 123053, rewritten_bbox = 0.163344 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.603815), count: 5, class_loss = 1.369643, iou_loss = 0.759062, total_loss = 2.128706 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.717581), count: 2, class_loss = 0.511189, iou_loss = 0.252754, total_loss = 0.763943 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.675307), count: 2, class_loss = 0.725209, iou_loss = 0.348146, total_loss = 1.073356 \n",
            " total_bbox = 123062, rewritten_bbox = 0.163332 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.455618), count: 5, class_loss = 1.435931, iou_loss = 1.014995, total_loss = 2.450926 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.022739, iou_loss = 0.000000, total_loss = 0.022739 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000088, iou_loss = 0.000000, total_loss = 0.000088 \n",
            " total_bbox = 123067, rewritten_bbox = 0.163326 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.556054), count: 4, class_loss = 1.345666, iou_loss = 0.948455, total_loss = 2.294121 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.703717), count: 2, class_loss = 0.399582, iou_loss = 0.239982, total_loss = 0.639564 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000040, iou_loss = 0.000000, total_loss = 0.000040 \n",
            " total_bbox = 123073, rewritten_bbox = 0.163318 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.565178), count: 2, class_loss = 0.559746, iou_loss = 0.181166, total_loss = 0.740912 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.441562), count: 2, class_loss = 0.303798, iou_loss = 0.627539, total_loss = 0.931337 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.461734), count: 1, class_loss = 0.146285, iou_loss = 0.295344, total_loss = 0.441629 \n",
            " total_bbox = 123078, rewritten_bbox = 0.163311 % \n",
            "\u001b]2;849/10000: loss=1.5 hours left=12.6\u0007\n",
            " 849: 1.521752, 1.405823 avg loss, 0.000520 rate, 7.079776 seconds, 54336 images, 12.594917 hours left\n",
            "Loaded: 0.000077 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.595741), count: 2, class_loss = 0.578519, iou_loss = 0.259684, total_loss = 0.838203 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.664209), count: 2, class_loss = 0.422728, iou_loss = 0.325922, total_loss = 0.748650 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.095670, iou_loss = 0.000000, total_loss = 0.095670 \n",
            " total_bbox = 123082, rewritten_bbox = 0.163306 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.727087), count: 14, class_loss = 3.270458, iou_loss = 1.479011, total_loss = 4.749469 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.552413), count: 15, class_loss = 6.023264, iou_loss = 3.527317, total_loss = 9.550581 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.635353), count: 1, class_loss = 0.428133, iou_loss = 0.149825, total_loss = 0.577958 \n",
            " total_bbox = 123112, rewritten_bbox = 0.163266 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658407), count: 5, class_loss = 1.157763, iou_loss = 0.799931, total_loss = 1.957695 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.545154), count: 2, class_loss = 0.482090, iou_loss = 0.561270, total_loss = 1.043360 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.285739), count: 1, class_loss = 0.243513, iou_loss = 0.566532, total_loss = 0.810044 \n",
            " total_bbox = 123120, rewritten_bbox = 0.163255 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.648563), count: 8, class_loss = 1.122636, iou_loss = 1.073440, total_loss = 2.196076 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.599376), count: 8, class_loss = 1.733094, iou_loss = 1.198219, total_loss = 2.931312 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000066, iou_loss = 0.000000, total_loss = 0.000066 \n",
            " total_bbox = 123136, rewritten_bbox = 0.163234 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689408), count: 6, class_loss = 1.690645, iou_loss = 0.549613, total_loss = 2.240258 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.632049), count: 6, class_loss = 1.515475, iou_loss = 0.893632, total_loss = 2.409107 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000038, iou_loss = 0.000000, total_loss = 0.000038 \n",
            " total_bbox = 123148, rewritten_bbox = 0.163218 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.580498), count: 8, class_loss = 1.655337, iou_loss = 1.141093, total_loss = 2.796431 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.507458), count: 1, class_loss = 0.672488, iou_loss = 0.206120, total_loss = 0.878608 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 123157, rewritten_bbox = 0.163206 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.649389), count: 4, class_loss = 0.887440, iou_loss = 0.498898, total_loss = 1.386339 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.006801, iou_loss = 0.000000, total_loss = 0.006801 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.738090), count: 1, class_loss = 0.601180, iou_loss = 0.040565, total_loss = 0.641745 \n",
            " total_bbox = 123162, rewritten_bbox = 0.163200 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.575276), count: 4, class_loss = 1.341119, iou_loss = 0.984276, total_loss = 2.325396 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.011820, iou_loss = 0.000000, total_loss = 0.011820 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.554588), count: 1, class_loss = 0.138434, iou_loss = 0.218500, total_loss = 0.356934 \n",
            " total_bbox = 123167, rewritten_bbox = 0.163193 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.682641), count: 6, class_loss = 1.518484, iou_loss = 0.685731, total_loss = 2.204215 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.545540), count: 1, class_loss = 0.200256, iou_loss = 0.258474, total_loss = 0.458730 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.296768), count: 4, class_loss = 1.078729, iou_loss = 2.755028, total_loss = 3.833756 \n",
            " total_bbox = 123178, rewritten_bbox = 0.163178 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.452080), count: 4, class_loss = 0.712110, iou_loss = 1.071126, total_loss = 1.783236 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.204129, iou_loss = 0.000000, total_loss = 0.204129 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.013844, iou_loss = 0.000000, total_loss = 0.013844 \n",
            " total_bbox = 123182, rewritten_bbox = 0.163173 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.545565), count: 4, class_loss = 0.970268, iou_loss = 0.994338, total_loss = 1.964606 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.615012), count: 3, class_loss = 0.869687, iou_loss = 0.338854, total_loss = 1.208541 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001200, iou_loss = 0.000000, total_loss = 0.001200 \n",
            " total_bbox = 123189, rewritten_bbox = 0.163164 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.660206), count: 2, class_loss = 0.624097, iou_loss = 0.191021, total_loss = 0.815117 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.376219), count: 1, class_loss = 0.263174, iou_loss = 0.291741, total_loss = 0.554915 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.311801), count: 2, class_loss = 0.649788, iou_loss = 1.188646, total_loss = 1.838434 \n",
            " total_bbox = 123193, rewritten_bbox = 0.163159 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.816668), count: 5, class_loss = 1.257914, iou_loss = 0.125072, total_loss = 1.382986 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004607, iou_loss = 0.000000, total_loss = 0.004607 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001104, iou_loss = 0.000000, total_loss = 0.001104 \n",
            " total_bbox = 123198, rewritten_bbox = 0.163152 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.588629), count: 7, class_loss = 1.385934, iou_loss = 1.292511, total_loss = 2.678445 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.577922), count: 4, class_loss = 1.129883, iou_loss = 0.718735, total_loss = 1.848619 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000033, iou_loss = 0.000000, total_loss = 0.000033 \n",
            " total_bbox = 123209, rewritten_bbox = 0.163137 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.525191), count: 2, class_loss = 0.694949, iou_loss = 0.683058, total_loss = 1.378007 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.042817, iou_loss = 0.000000, total_loss = 0.042817 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.479512), count: 2, class_loss = 0.609999, iou_loss = 0.392153, total_loss = 1.002151 \n",
            " total_bbox = 123213, rewritten_bbox = 0.163132 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.542543), count: 6, class_loss = 1.717738, iou_loss = 1.115656, total_loss = 2.833395 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.530245), count: 1, class_loss = 0.071649, iou_loss = 0.164846, total_loss = 0.236496 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.377539), count: 4, class_loss = 0.300589, iou_loss = 1.047439, total_loss = 1.348028 \n",
            " total_bbox = 123224, rewritten_bbox = 0.163118 % \n",
            "\u001b]2;850/10000: loss=1.4 hours left=12.6\u0007\n",
            " 850: 1.378958, 1.403137 avg loss, 0.000522 rate, 7.054713 seconds, 54400 images, 12.648935 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 512 x 512 \n",
            " try to allocate additional workspace_size = 226.79 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000058 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.572887), count: 4, class_loss = 1.032678, iou_loss = 0.735975, total_loss = 1.768653 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.545938), count: 2, class_loss = 0.645890, iou_loss = 0.377855, total_loss = 1.023744 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.355769), count: 1, class_loss = 0.247845, iou_loss = 0.259789, total_loss = 0.507634 \n",
            " total_bbox = 123231, rewritten_bbox = 0.163108 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.610317), count: 12, class_loss = 1.898092, iou_loss = 2.116784, total_loss = 4.014876 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.007608, iou_loss = 0.000000, total_loss = 0.007608 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.535671), count: 2, class_loss = 0.811328, iou_loss = 0.361102, total_loss = 1.172430 \n",
            " total_bbox = 123245, rewritten_bbox = 0.163090 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.628181), count: 6, class_loss = 1.936055, iou_loss = 0.646371, total_loss = 2.582426 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.462345), count: 2, class_loss = 0.527457, iou_loss = 0.442433, total_loss = 0.969889 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.396898), count: 1, class_loss = 0.091800, iou_loss = 0.359940, total_loss = 0.451740 \n",
            " total_bbox = 123254, rewritten_bbox = 0.163078 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.711859), count: 10, class_loss = 3.304613, iou_loss = 1.429913, total_loss = 4.734526 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.033202, iou_loss = 0.000000, total_loss = 0.033202 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000029, iou_loss = 0.000000, total_loss = 0.000029 \n",
            " total_bbox = 123264, rewritten_bbox = 0.163876 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.622739), count: 6, class_loss = 1.371394, iou_loss = 0.880162, total_loss = 2.251556 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.575736), count: 2, class_loss = 0.469301, iou_loss = 0.312456, total_loss = 0.781757 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000789, iou_loss = 0.000000, total_loss = 0.000789 \n",
            " total_bbox = 123272, rewritten_bbox = 0.163865 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.616590), count: 4, class_loss = 0.841966, iou_loss = 0.827520, total_loss = 1.669486 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.015052, iou_loss = 0.000000, total_loss = 0.015052 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.417137, iou_loss = 0.000000, total_loss = 0.417137 \n",
            " total_bbox = 123276, rewritten_bbox = 0.163860 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.639907), count: 7, class_loss = 2.076633, iou_loss = 0.697525, total_loss = 2.774158 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.513109), count: 6, class_loss = 1.145367, iou_loss = 1.104616, total_loss = 2.249983 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000104, iou_loss = 0.000000, total_loss = 0.000104 \n",
            " total_bbox = 123289, rewritten_bbox = 0.163843 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.738395), count: 8, class_loss = 1.239883, iou_loss = 0.622634, total_loss = 1.862517 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.037042, iou_loss = 0.000000, total_loss = 0.037042 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000420, iou_loss = 0.000000, total_loss = 0.000420 \n",
            " total_bbox = 123297, rewritten_bbox = 0.163832 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602550), count: 6, class_loss = 1.059421, iou_loss = 0.704804, total_loss = 1.764226 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.011966, iou_loss = 0.000000, total_loss = 0.011966 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.010503, iou_loss = 0.000000, total_loss = 0.010503 \n",
            " total_bbox = 123303, rewritten_bbox = 0.163824 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.443633), count: 4, class_loss = 0.898777, iou_loss = 0.917944, total_loss = 1.816721 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728745), count: 1, class_loss = 0.176316, iou_loss = 0.100513, total_loss = 0.276829 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.528467), count: 1, class_loss = 0.322676, iou_loss = 0.196236, total_loss = 0.518912 \n",
            " total_bbox = 123309, rewritten_bbox = 0.163816 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.682299), count: 4, class_loss = 0.795288, iou_loss = 0.359542, total_loss = 1.154829 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.583011), count: 1, class_loss = 0.380329, iou_loss = 0.209721, total_loss = 0.590050 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000094, iou_loss = 0.000000, total_loss = 0.000094 \n",
            " total_bbox = 123314, rewritten_bbox = 0.163809 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.473657), count: 2, class_loss = 0.435381, iou_loss = 0.285324, total_loss = 0.720705 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002823, iou_loss = 0.000000, total_loss = 0.002823 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.533189), count: 2, class_loss = 0.165276, iou_loss = 0.332770, total_loss = 0.498047 \n",
            " total_bbox = 123318, rewritten_bbox = 0.163804 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.646370), count: 3, class_loss = 0.675526, iou_loss = 0.472225, total_loss = 1.147751 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.054364, iou_loss = 0.000000, total_loss = 0.054364 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.664199), count: 1, class_loss = 0.426512, iou_loss = 0.024946, total_loss = 0.451458 \n",
            " total_bbox = 123322, rewritten_bbox = 0.163799 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.566346), count: 5, class_loss = 1.245598, iou_loss = 0.846684, total_loss = 2.092283 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.527300), count: 2, class_loss = 0.617552, iou_loss = 0.471245, total_loss = 1.088796 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.378434), count: 3, class_loss = 0.855009, iou_loss = 1.023028, total_loss = 1.878036 \n",
            " total_bbox = 123332, rewritten_bbox = 0.163786 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.674618), count: 4, class_loss = 0.624339, iou_loss = 0.425639, total_loss = 1.049978 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.534852), count: 3, class_loss = 0.725794, iou_loss = 0.600647, total_loss = 1.326442 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.538860), count: 1, class_loss = 0.268350, iou_loss = 0.152893, total_loss = 0.421243 \n",
            " total_bbox = 123340, rewritten_bbox = 0.163775 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.515687), count: 4, class_loss = 0.968723, iou_loss = 0.425744, total_loss = 1.394467 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.006354, iou_loss = 0.000000, total_loss = 0.006354 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.448698), count: 2, class_loss = 0.437695, iou_loss = 0.561136, total_loss = 0.998831 \n",
            " total_bbox = 123346, rewritten_bbox = 0.163767 % \n",
            "\u001b]2;851/10000: loss=1.0 hours left=12.7\u0007\n",
            " 851: 1.012551, 1.364078 avg loss, 0.000524 rate, 5.325388 seconds, 54464 images, 12.701755 hours left\n",
            "Loaded: 0.000077 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.690256), count: 8, class_loss = 1.506497, iou_loss = 0.644188, total_loss = 2.150686 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.670730), count: 3, class_loss = 0.684239, iou_loss = 0.300334, total_loss = 0.984573 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.483198), count: 1, class_loss = 0.491294, iou_loss = 0.236608, total_loss = 0.727902 \n",
            " total_bbox = 123358, rewritten_bbox = 0.163751 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.521140), count: 1, class_loss = 0.116817, iou_loss = 0.289243, total_loss = 0.406060 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.609605), count: 3, class_loss = 0.372833, iou_loss = 0.501687, total_loss = 0.874521 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.366653), count: 2, class_loss = 0.444343, iou_loss = 0.901201, total_loss = 1.345544 \n",
            " total_bbox = 123364, rewritten_bbox = 0.163743 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.420166), count: 2, class_loss = 0.513438, iou_loss = 0.316046, total_loss = 0.829483 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.523659), count: 3, class_loss = 0.645278, iou_loss = 0.722633, total_loss = 1.367911 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003305, iou_loss = 0.000000, total_loss = 0.003305 \n",
            " total_bbox = 123369, rewritten_bbox = 0.163736 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.636352), count: 9, class_loss = 2.026237, iou_loss = 1.257463, total_loss = 3.283700 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.591498), count: 1, class_loss = 0.609200, iou_loss = 0.186459, total_loss = 0.795658 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000418, iou_loss = 0.000000, total_loss = 0.000418 \n",
            " total_bbox = 123379, rewritten_bbox = 0.163723 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.643822), count: 8, class_loss = 2.380773, iou_loss = 1.059147, total_loss = 3.439920 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.615723), count: 4, class_loss = 0.797643, iou_loss = 0.559289, total_loss = 1.356932 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 123391, rewritten_bbox = 0.163707 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.538166), count: 5, class_loss = 0.845643, iou_loss = 0.847284, total_loss = 1.692927 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.011869, iou_loss = 0.000000, total_loss = 0.011869 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000387, iou_loss = 0.000000, total_loss = 0.000387 \n",
            " total_bbox = 123396, rewritten_bbox = 0.163701 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.637226), count: 14, class_loss = 3.993878, iou_loss = 2.175526, total_loss = 6.169404 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.536421), count: 5, class_loss = 1.814968, iou_loss = 1.131811, total_loss = 2.946779 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000032, iou_loss = 0.000000, total_loss = 0.000032 \n",
            " total_bbox = 123415, rewritten_bbox = 0.163675 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.723029), count: 4, class_loss = 0.959763, iou_loss = 0.378330, total_loss = 1.338093 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.782757), count: 1, class_loss = 0.277543, iou_loss = 0.057121, total_loss = 0.334664 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.482424), count: 1, class_loss = 0.233080, iou_loss = 0.376848, total_loss = 0.609928 \n",
            " total_bbox = 123421, rewritten_bbox = 0.163667 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.677326), count: 5, class_loss = 0.788982, iou_loss = 0.485497, total_loss = 1.274479 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.688301), count: 2, class_loss = 0.208435, iou_loss = 0.272049, total_loss = 0.480484 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 123428, rewritten_bbox = 0.163658 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602767), count: 6, class_loss = 1.314168, iou_loss = 1.335723, total_loss = 2.649891 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.553174), count: 5, class_loss = 1.502665, iou_loss = 1.063630, total_loss = 2.566296 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000314, iou_loss = 0.000000, total_loss = 0.000314 \n",
            " total_bbox = 123439, rewritten_bbox = 0.163644 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.651128), count: 3, class_loss = 0.980185, iou_loss = 0.475554, total_loss = 1.455740 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.699317), count: 4, class_loss = 1.229255, iou_loss = 0.340543, total_loss = 1.569798 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.504748), count: 3, class_loss = 0.809370, iou_loss = 0.740622, total_loss = 1.549992 \n",
            " total_bbox = 123449, rewritten_bbox = 0.163630 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602297), count: 4, class_loss = 1.135891, iou_loss = 0.615892, total_loss = 1.751784 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.545674), count: 1, class_loss = 0.197803, iou_loss = 0.208170, total_loss = 0.405973 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002084, iou_loss = 0.000000, total_loss = 0.002084 \n",
            " total_bbox = 123454, rewritten_bbox = 0.163624 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.661797), count: 5, class_loss = 1.183476, iou_loss = 0.622667, total_loss = 1.806143 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.677380), count: 5, class_loss = 1.220943, iou_loss = 0.785816, total_loss = 2.006758 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.235536), count: 1, class_loss = 0.405475, iou_loss = 0.792626, total_loss = 1.198101 \n",
            " total_bbox = 123465, rewritten_bbox = 0.163609 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.589154), count: 5, class_loss = 1.033236, iou_loss = 0.735059, total_loss = 1.768295 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.513081), count: 1, class_loss = 0.304611, iou_loss = 0.182299, total_loss = 0.486910 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000422, iou_loss = 0.000000, total_loss = 0.000422 \n",
            " total_bbox = 123471, rewritten_bbox = 0.163601 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.544018), count: 8, class_loss = 1.958085, iou_loss = 1.226318, total_loss = 3.184403 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.518496), count: 1, class_loss = 0.181188, iou_loss = 0.163652, total_loss = 0.344840 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.016760, iou_loss = 0.000000, total_loss = 0.016760 \n",
            " total_bbox = 123480, rewritten_bbox = 0.163589 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.694239), count: 5, class_loss = 1.141110, iou_loss = 0.573917, total_loss = 1.715027 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.652154), count: 9, class_loss = 2.309609, iou_loss = 1.175627, total_loss = 3.485236 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.576797), count: 3, class_loss = 0.756597, iou_loss = 0.532320, total_loss = 1.288917 \n",
            " total_bbox = 123497, rewritten_bbox = 0.163567 % \n",
            "\u001b]2;852/10000: loss=1.3 hours left=12.7\u0007\n",
            " 852: 1.284986, 1.356169 avg loss, 0.000527 rate, 5.539499 seconds, 54528 images, 12.710078 hours left\n",
            "Loaded: 0.000093 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.585068), count: 5, class_loss = 1.246199, iou_loss = 0.806681, total_loss = 2.052880 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.731757), count: 1, class_loss = 0.264666, iou_loss = 0.065594, total_loss = 0.330261 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.309004), count: 2, class_loss = 0.603074, iou_loss = 2.295029, total_loss = 2.898103 \n",
            " total_bbox = 123505, rewritten_bbox = 0.163556 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.522253), count: 6, class_loss = 2.667122, iou_loss = 1.700083, total_loss = 4.367205 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.785269), count: 1, class_loss = 0.435378, iou_loss = 0.219710, total_loss = 0.655088 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.407446), count: 1, class_loss = 0.271219, iou_loss = 0.396840, total_loss = 0.668059 \n",
            " total_bbox = 123513, rewritten_bbox = 0.163546 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.713301), count: 6, class_loss = 1.564534, iou_loss = 0.468763, total_loss = 2.033297 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.635604), count: 2, class_loss = 0.809141, iou_loss = 0.449725, total_loss = 1.258866 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000072, iou_loss = 0.000000, total_loss = 0.000072 \n",
            " total_bbox = 123521, rewritten_bbox = 0.163535 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658890), count: 7, class_loss = 1.250269, iou_loss = 0.951098, total_loss = 2.201367 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.597319), count: 3, class_loss = 0.908956, iou_loss = 0.370358, total_loss = 1.279314 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000030, iou_loss = 0.000000, total_loss = 0.000030 \n",
            " total_bbox = 123531, rewritten_bbox = 0.163522 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.647389), count: 2, class_loss = 0.477235, iou_loss = 0.141596, total_loss = 0.618832 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001193, iou_loss = 0.000000, total_loss = 0.001193 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.491815), count: 2, class_loss = 0.307500, iou_loss = 0.437718, total_loss = 0.745218 \n",
            " total_bbox = 123535, rewritten_bbox = 0.163516 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.622116), count: 4, class_loss = 1.035405, iou_loss = 0.653298, total_loss = 1.688703 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.521162), count: 4, class_loss = 1.157987, iou_loss = 1.376864, total_loss = 2.534851 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.748975), count: 1, class_loss = 0.443088, iou_loss = 0.096619, total_loss = 0.539707 \n",
            " total_bbox = 123544, rewritten_bbox = 0.163504 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.566568), count: 6, class_loss = 1.135666, iou_loss = 0.959174, total_loss = 2.094840 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.010567, iou_loss = 0.000000, total_loss = 0.010567 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 123550, rewritten_bbox = 0.163497 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.706438), count: 5, class_loss = 0.936188, iou_loss = 0.425059, total_loss = 1.361246 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.651743), count: 1, class_loss = 0.275409, iou_loss = 0.080898, total_loss = 0.356306 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000372, iou_loss = 0.000000, total_loss = 0.000372 \n",
            " total_bbox = 123556, rewritten_bbox = 0.163489 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.596694), count: 3, class_loss = 0.588619, iou_loss = 0.409913, total_loss = 0.998532 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.631647), count: 2, class_loss = 0.553299, iou_loss = 0.280804, total_loss = 0.834102 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000013, iou_loss = 0.000000, total_loss = 0.000013 \n",
            " total_bbox = 123561, rewritten_bbox = 0.163482 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.614926), count: 2, class_loss = 0.267052, iou_loss = 0.386933, total_loss = 0.653985 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.638608), count: 2, class_loss = 0.323683, iou_loss = 0.234211, total_loss = 0.557895 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000021, iou_loss = 0.000000, total_loss = 0.000021 \n",
            " total_bbox = 123565, rewritten_bbox = 0.163477 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.645340), count: 4, class_loss = 1.036598, iou_loss = 0.588846, total_loss = 1.625444 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.029623, iou_loss = 0.000000, total_loss = 0.029623 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.343962), count: 5, class_loss = 1.176149, iou_loss = 1.745566, total_loss = 2.921715 \n",
            " total_bbox = 123574, rewritten_bbox = 0.163465 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.562865), count: 6, class_loss = 1.532991, iou_loss = 0.713887, total_loss = 2.246878 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.531202), count: 1, class_loss = 0.174888, iou_loss = 0.255494, total_loss = 0.430381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000209, iou_loss = 0.000000, total_loss = 0.000209 \n",
            " total_bbox = 123581, rewritten_bbox = 0.163456 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.587750), count: 7, class_loss = 1.192280, iou_loss = 0.916288, total_loss = 2.108567 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.575758), count: 7, class_loss = 1.619143, iou_loss = 1.187363, total_loss = 2.806506 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n",
            " total_bbox = 123595, rewritten_bbox = 0.163437 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.623729), count: 5, class_loss = 0.837421, iou_loss = 0.398482, total_loss = 1.235904 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005252, iou_loss = 0.000000, total_loss = 0.005252 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 123600, rewritten_bbox = 0.163430 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.655328), count: 3, class_loss = 0.661340, iou_loss = 0.239819, total_loss = 0.901158 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000146, iou_loss = 0.000000, total_loss = 0.000146 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.323973), count: 3, class_loss = 0.566419, iou_loss = 1.711714, total_loss = 2.278133 \n",
            " total_bbox = 123606, rewritten_bbox = 0.163422 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750540), count: 8, class_loss = 1.345216, iou_loss = 0.587163, total_loss = 1.932379 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000226, iou_loss = 0.000000, total_loss = 0.000226 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000035, iou_loss = 0.000000, total_loss = 0.000035 \n",
            " total_bbox = 123614, rewritten_bbox = 0.163412 % \n",
            "\u001b]2;853/10000: loss=1.0 hours left=12.7\u0007\n",
            " 853: 1.026323, 1.323185 avg loss, 0.000529 rate, 5.472009 seconds, 54592 images, 12.723745 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722335), count: 2, class_loss = 0.256885, iou_loss = 0.158611, total_loss = 0.415496 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008732, iou_loss = 0.000000, total_loss = 0.008732 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.421398), count: 3, class_loss = 0.331630, iou_loss = 0.940787, total_loss = 1.272417 \n",
            " total_bbox = 123619, rewritten_bbox = 0.163405 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.643646), count: 8, class_loss = 1.999505, iou_loss = 0.789076, total_loss = 2.788581 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001249, iou_loss = 0.000000, total_loss = 0.001249 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.728685), count: 1, class_loss = 0.132177, iou_loss = 0.041606, total_loss = 0.173783 \n",
            " total_bbox = 123628, rewritten_bbox = 0.163393 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.652220), count: 4, class_loss = 0.747104, iou_loss = 0.592243, total_loss = 1.339346 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.398326), count: 1, class_loss = 0.045435, iou_loss = 0.307996, total_loss = 0.353431 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513789), count: 2, class_loss = 0.276421, iou_loss = 0.526187, total_loss = 0.802608 \n",
            " total_bbox = 123635, rewritten_bbox = 0.163384 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.576837), count: 8, class_loss = 1.822030, iou_loss = 2.174157, total_loss = 3.996187 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.597654), count: 2, class_loss = 0.880095, iou_loss = 0.319158, total_loss = 1.199252 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000010, iou_loss = 0.000000, total_loss = 0.000010 \n",
            " total_bbox = 123645, rewritten_bbox = 0.163371 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.579288), count: 3, class_loss = 0.272563, iou_loss = 0.623806, total_loss = 0.896368 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.328315), count: 1, class_loss = 0.181962, iou_loss = 0.646763, total_loss = 0.828725 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.745075), count: 1, class_loss = 0.008206, iou_loss = 0.031118, total_loss = 0.039325 \n",
            " total_bbox = 123650, rewritten_bbox = 0.163364 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.623488), count: 7, class_loss = 1.411050, iou_loss = 0.790072, total_loss = 2.201122 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003941, iou_loss = 0.000000, total_loss = 0.003941 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.678181), count: 1, class_loss = 0.147155, iou_loss = 0.107778, total_loss = 0.254933 \n",
            " total_bbox = 123658, rewritten_bbox = 0.163354 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684104), count: 8, class_loss = 1.261769, iou_loss = 0.758623, total_loss = 2.020391 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.543857), count: 3, class_loss = 0.802154, iou_loss = 0.919977, total_loss = 1.722131 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.156334), count: 1, class_loss = 0.261062, iou_loss = 1.486841, total_loss = 1.747903 \n",
            " total_bbox = 123670, rewritten_bbox = 0.163338 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.692368), count: 4, class_loss = 0.621860, iou_loss = 0.242877, total_loss = 0.864737 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.779561), count: 1, class_loss = 0.033442, iou_loss = 0.081450, total_loss = 0.114891 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000192, iou_loss = 0.000000, total_loss = 0.000192 \n",
            " total_bbox = 123675, rewritten_bbox = 0.163331 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.688061), count: 4, class_loss = 0.470682, iou_loss = 0.354329, total_loss = 0.825010 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.549227), count: 1, class_loss = 0.235465, iou_loss = 0.155332, total_loss = 0.390797 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.012908, iou_loss = 0.000000, total_loss = 0.012908 \n",
            " total_bbox = 123680, rewritten_bbox = 0.163325 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.666819), count: 8, class_loss = 2.071091, iou_loss = 0.849750, total_loss = 2.920841 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.693178), count: 4, class_loss = 1.269242, iou_loss = 0.298133, total_loss = 1.567375 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000019, iou_loss = 0.000000, total_loss = 0.000019 \n",
            " total_bbox = 123692, rewritten_bbox = 0.163309 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.671390), count: 3, class_loss = 0.970843, iou_loss = 0.365537, total_loss = 1.336380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.455448), count: 1, class_loss = 0.252725, iou_loss = 0.222560, total_loss = 0.475285 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.369654), count: 4, class_loss = 0.974233, iou_loss = 2.321952, total_loss = 3.296186 \n",
            " total_bbox = 123700, rewritten_bbox = 0.163298 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.747471), count: 4, class_loss = 0.845809, iou_loss = 0.158272, total_loss = 1.004082 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.537011), count: 2, class_loss = 0.654772, iou_loss = 0.568021, total_loss = 1.222793 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.516299), count: 1, class_loss = 0.275411, iou_loss = 0.157864, total_loss = 0.433275 \n",
            " total_bbox = 123707, rewritten_bbox = 0.163289 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.696288), count: 5, class_loss = 1.609560, iou_loss = 0.486508, total_loss = 2.096069 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001409, iou_loss = 0.000000, total_loss = 0.001409 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000011, iou_loss = 0.000000, total_loss = 0.000011 \n",
            " total_bbox = 123712, rewritten_bbox = 0.163282 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.549147), count: 5, class_loss = 1.595672, iou_loss = 1.223359, total_loss = 2.819031 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.015324, iou_loss = 0.000000, total_loss = 0.015324 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.725061), count: 1, class_loss = 0.028774, iou_loss = 0.033219, total_loss = 0.061992 \n",
            " total_bbox = 123718, rewritten_bbox = 0.163275 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.757923), count: 4, class_loss = 0.913206, iou_loss = 0.152920, total_loss = 1.066126 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001264, iou_loss = 0.000000, total_loss = 0.001264 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 123722, rewritten_bbox = 0.163269 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.661365), count: 3, class_loss = 0.491454, iou_loss = 0.467448, total_loss = 0.958902 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.007972, iou_loss = 0.000000, total_loss = 0.007972 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000767, iou_loss = 0.000000, total_loss = 0.000767 \n",
            " total_bbox = 123725, rewritten_bbox = 0.163265 % \n",
            "\u001b]2;854/10000: loss=0.9 hours left=12.7\u0007\n",
            " 854: 0.907491, 1.281615 avg loss, 0.000532 rate, 5.535500 seconds, 54656 images, 12.735545 hours left\n",
            "Loaded: 0.000072 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.674525), count: 8, class_loss = 1.831971, iou_loss = 1.206716, total_loss = 3.038687 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.614635), count: 2, class_loss = 0.436811, iou_loss = 0.373909, total_loss = 0.810720 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000044, iou_loss = 0.000000, total_loss = 0.000044 \n",
            " total_bbox = 123735, rewritten_bbox = 0.163252 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.581438), count: 8, class_loss = 1.624354, iou_loss = 1.831792, total_loss = 3.456146 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.601785), count: 5, class_loss = 1.597938, iou_loss = 0.775682, total_loss = 2.373620 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000305, iou_loss = 0.000000, total_loss = 0.000305 \n",
            " total_bbox = 123748, rewritten_bbox = 0.163235 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.716752), count: 7, class_loss = 1.565731, iou_loss = 0.575243, total_loss = 2.140974 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.604125), count: 2, class_loss = 0.523037, iou_loss = 0.285362, total_loss = 0.808399 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000007, iou_loss = 0.000000, total_loss = 0.000007 \n",
            " total_bbox = 123757, rewritten_bbox = 0.163223 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.569652), count: 8, class_loss = 0.906653, iou_loss = 1.611194, total_loss = 2.517846 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.051401, iou_loss = 0.000000, total_loss = 0.051401 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.305928), count: 1, class_loss = 0.299344, iou_loss = 0.573168, total_loss = 0.872512 \n",
            " total_bbox = 123766, rewritten_bbox = 0.163211 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.631940), count: 1, class_loss = 0.166376, iou_loss = 0.098700, total_loss = 0.265076 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.387986), count: 1, class_loss = 0.183148, iou_loss = 0.421711, total_loss = 0.604860 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513438), count: 2, class_loss = 0.426888, iou_loss = 0.432896, total_loss = 0.859784 \n",
            " total_bbox = 123770, rewritten_bbox = 0.163206 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.607545), count: 6, class_loss = 1.280041, iou_loss = 0.879098, total_loss = 2.159139 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.544023), count: 17, class_loss = 6.273458, iou_loss = 4.035229, total_loss = 10.308686 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.572936), count: 2, class_loss = 0.219572, iou_loss = 0.259060, total_loss = 0.478632 \n",
            " total_bbox = 123795, rewritten_bbox = 0.163173 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.675163), count: 4, class_loss = 0.821074, iou_loss = 0.407634, total_loss = 1.228708 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.639245), count: 7, class_loss = 1.778007, iou_loss = 1.126827, total_loss = 2.904834 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.323810), count: 1, class_loss = 0.303043, iou_loss = 0.424683, total_loss = 0.727726 \n",
            " total_bbox = 123807, rewritten_bbox = 0.163157 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.541251), count: 6, class_loss = 1.507550, iou_loss = 0.958127, total_loss = 2.465677 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.600196), count: 2, class_loss = 0.768665, iou_loss = 0.410580, total_loss = 1.179245 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.440437), count: 1, class_loss = 0.006835, iou_loss = 0.264796, total_loss = 0.271631 \n",
            " total_bbox = 123816, rewritten_bbox = 0.163145 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.683988), count: 10, class_loss = 2.034942, iou_loss = 1.356691, total_loss = 3.391633 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.605720), count: 1, class_loss = 0.512537, iou_loss = 0.182725, total_loss = 0.695262 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000022, iou_loss = 0.000000, total_loss = 0.000022 \n",
            " total_bbox = 123827, rewritten_bbox = 0.163131 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.718353), count: 4, class_loss = 1.192269, iou_loss = 0.337668, total_loss = 1.529937 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.600960), count: 2, class_loss = 0.442121, iou_loss = 0.231125, total_loss = 0.673246 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.036882, iou_loss = 0.000000, total_loss = 0.036882 \n",
            " total_bbox = 123833, rewritten_bbox = 0.163123 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.586260), count: 3, class_loss = 0.781698, iou_loss = 0.376254, total_loss = 1.157952 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.689992), count: 1, class_loss = 0.235266, iou_loss = 0.062028, total_loss = 0.297295 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.521856), count: 2, class_loss = 0.420553, iou_loss = 0.511388, total_loss = 0.931941 \n",
            " total_bbox = 123839, rewritten_bbox = 0.163115 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.618749), count: 4, class_loss = 1.217033, iou_loss = 0.369295, total_loss = 1.586328 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.726889), count: 1, class_loss = 0.266757, iou_loss = 0.135261, total_loss = 0.402018 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.307901), count: 2, class_loss = 0.563855, iou_loss = 1.295656, total_loss = 1.859512 \n",
            " total_bbox = 123846, rewritten_bbox = 0.163106 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.573500), count: 3, class_loss = 0.990584, iou_loss = 0.339128, total_loss = 1.329712 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000680, iou_loss = 0.000000, total_loss = 0.000680 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.512570), count: 5, class_loss = 0.796735, iou_loss = 0.841050, total_loss = 1.637785 \n",
            " total_bbox = 123854, rewritten_bbox = 0.163095 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.574777), count: 6, class_loss = 1.548089, iou_loss = 1.333535, total_loss = 2.881624 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004140, iou_loss = 0.000000, total_loss = 0.004140 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n",
            " total_bbox = 123860, rewritten_bbox = 0.163087 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828849), count: 1, class_loss = 0.113304, iou_loss = 0.016089, total_loss = 0.129393 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.601029), count: 8, class_loss = 2.487511, iou_loss = 1.438711, total_loss = 3.926223 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.507542), count: 9, class_loss = 1.766677, iou_loss = 2.218140, total_loss = 3.984816 \n",
            " total_bbox = 123878, rewritten_bbox = 0.163064 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.695329), count: 4, class_loss = 1.023612, iou_loss = 0.363644, total_loss = 1.387256 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000241, iou_loss = 0.000000, total_loss = 0.000241 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.422264), count: 1, class_loss = 0.219168, iou_loss = 0.308430, total_loss = 0.527598 \n",
            " total_bbox = 123883, rewritten_bbox = 0.163057 % \n",
            "\u001b]2;855/10000: loss=1.4 hours left=12.7\u0007\n",
            " 855: 1.414504, 1.294904 avg loss, 0.000534 rate, 5.492142 seconds, 54720 images, 12.748824 hours left\n",
            "Loaded: 0.000078 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.590628), count: 5, class_loss = 1.105827, iou_loss = 0.744550, total_loss = 1.850377 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.716867), count: 3, class_loss = 0.587798, iou_loss = 0.376588, total_loss = 0.964386 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.467430), count: 1, class_loss = 0.240863, iou_loss = 0.178252, total_loss = 0.419115 \n",
            " total_bbox = 123892, rewritten_bbox = 0.163045 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.695638), count: 4, class_loss = 0.668226, iou_loss = 0.327413, total_loss = 0.995639 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.462765), count: 2, class_loss = 0.332070, iou_loss = 0.555125, total_loss = 0.887195 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.613723), count: 1, class_loss = 0.314331, iou_loss = 0.127253, total_loss = 0.441585 \n",
            " total_bbox = 123899, rewritten_bbox = 0.163036 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.629480), count: 4, class_loss = 0.766897, iou_loss = 0.376628, total_loss = 1.143525 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000486, iou_loss = 0.000000, total_loss = 0.000486 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000006, iou_loss = 0.000000, total_loss = 0.000006 \n",
            " total_bbox = 123903, rewritten_bbox = 0.163031 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.730215), count: 7, class_loss = 1.948534, iou_loss = 0.710325, total_loss = 2.658859 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.576574), count: 8, class_loss = 2.358638, iou_loss = 1.852913, total_loss = 4.211551 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000008, iou_loss = 0.000000, total_loss = 0.000008 \n",
            " total_bbox = 123918, rewritten_bbox = 0.163011 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778601), count: 5, class_loss = 1.018906, iou_loss = 0.235511, total_loss = 1.254417 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.505077), count: 1, class_loss = 0.255727, iou_loss = 0.206866, total_loss = 0.462593 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.471918), count: 1, class_loss = 0.274571, iou_loss = 0.302083, total_loss = 0.576654 \n",
            " total_bbox = 123925, rewritten_bbox = 0.163002 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.673949), count: 4, class_loss = 0.706703, iou_loss = 0.482488, total_loss = 1.189191 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.013849, iou_loss = 0.000000, total_loss = 0.013849 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.481729), count: 1, class_loss = 0.142344, iou_loss = 0.223591, total_loss = 0.365936 \n",
            " total_bbox = 123930, rewritten_bbox = 0.162995 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.734615), count: 8, class_loss = 2.350723, iou_loss = 0.761600, total_loss = 3.112323 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.718260), count: 1, class_loss = 0.377097, iou_loss = 0.185796, total_loss = 0.562894 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.644284), count: 1, class_loss = 0.107284, iou_loss = 0.069514, total_loss = 0.176798 \n",
            " total_bbox = 123940, rewritten_bbox = 0.162982 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.554560), count: 5, class_loss = 1.189309, iou_loss = 0.853992, total_loss = 2.043301 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.434863), count: 3, class_loss = 0.908437, iou_loss = 0.923802, total_loss = 1.832239 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.535822), count: 2, class_loss = 0.329389, iou_loss = 0.303947, total_loss = 0.633336 \n",
            " total_bbox = 123950, rewritten_bbox = 0.162969 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.660647), count: 4, class_loss = 0.692139, iou_loss = 0.592067, total_loss = 1.284206 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000266, iou_loss = 0.000000, total_loss = 0.000266 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.457074), count: 1, class_loss = 0.261618, iou_loss = 0.183744, total_loss = 0.445362 \n",
            " total_bbox = 123955, rewritten_bbox = 0.162962 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.596350), count: 9, class_loss = 2.078278, iou_loss = 1.491662, total_loss = 3.569940 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.347232), count: 5, class_loss = 2.005953, iou_loss = 4.101870, total_loss = 6.107823 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.361688), count: 2, class_loss = 0.555509, iou_loss = 1.003565, total_loss = 1.559074 \n",
            " total_bbox = 123971, rewritten_bbox = 0.162941 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.737248), count: 6, class_loss = 1.022558, iou_loss = 0.373941, total_loss = 1.396498 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.418675), count: 2, class_loss = 0.631977, iou_loss = 0.589336, total_loss = 1.221313 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001021, iou_loss = 0.000000, total_loss = 0.001021 \n",
            " total_bbox = 123979, rewritten_bbox = 0.162931 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.662157), count: 6, class_loss = 1.464535, iou_loss = 0.692679, total_loss = 2.157214 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.553580), count: 18, class_loss = 5.119815, iou_loss = 4.405482, total_loss = 9.525297 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000055, iou_loss = 0.000000, total_loss = 0.000055 \n",
            " total_bbox = 124003, rewritten_bbox = 0.162899 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.637047), count: 9, class_loss = 1.459026, iou_loss = 1.096187, total_loss = 2.555213 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.593230), count: 1, class_loss = 0.289027, iou_loss = 0.164642, total_loss = 0.453669 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.131215), count: 1, class_loss = 0.481421, iou_loss = 1.235372, total_loss = 1.716793 \n",
            " total_bbox = 124014, rewritten_bbox = 0.162885 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.760827), count: 1, class_loss = 0.342971, iou_loss = 0.063236, total_loss = 0.406207 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.487763), count: 7, class_loss = 1.921181, iou_loss = 1.824498, total_loss = 3.745679 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.542633), count: 5, class_loss = 1.398288, iou_loss = 1.090432, total_loss = 2.488720 \n",
            " total_bbox = 124027, rewritten_bbox = 0.162868 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.576249), count: 5, class_loss = 1.172404, iou_loss = 0.936795, total_loss = 2.109199 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.520039), count: 14, class_loss = 4.863397, iou_loss = 3.357329, total_loss = 8.220726 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.641684), count: 1, class_loss = 0.432405, iou_loss = 0.092768, total_loss = 0.525173 \n",
            " total_bbox = 124047, rewritten_bbox = 0.162841 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.618387), count: 3, class_loss = 0.626677, iou_loss = 0.349652, total_loss = 0.976329 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743980), count: 1, class_loss = 0.658402, iou_loss = 0.063739, total_loss = 0.722140 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.535966), count: 1, class_loss = 0.239984, iou_loss = 0.166561, total_loss = 0.406546 \n",
            " total_bbox = 124052, rewritten_bbox = 0.162835 % \n",
            "\u001b]2;856/10000: loss=1.6 hours left=12.8\u0007\n",
            " 856: 1.612307, 1.326644 avg loss, 0.000537 rate, 5.539460 seconds, 54784 images, 12.760854 hours left\n",
            "Loaded: 0.000079 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.636346), count: 9, class_loss = 1.972763, iou_loss = 1.556234, total_loss = 3.528996 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.525779), count: 5, class_loss = 1.520623, iou_loss = 1.152681, total_loss = 2.673304 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.460996), count: 1, class_loss = 0.235408, iou_loss = 0.062311, total_loss = 0.297719 \n",
            " total_bbox = 124067, rewritten_bbox = 0.162815 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.686353), count: 9, class_loss = 1.998646, iou_loss = 1.046604, total_loss = 3.045250 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.654819), count: 3, class_loss = 0.746230, iou_loss = 0.534389, total_loss = 1.280620 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000019, iou_loss = 0.000000, total_loss = 0.000019 \n",
            " total_bbox = 124079, rewritten_bbox = 0.162800 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.552195), count: 4, class_loss = 0.979334, iou_loss = 1.002090, total_loss = 1.981424 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.544358), count: 4, class_loss = 0.934082, iou_loss = 0.769030, total_loss = 1.703111 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000009, iou_loss = 0.000000, total_loss = 0.000009 \n",
            " total_bbox = 124087, rewritten_bbox = 0.162789 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.534771), count: 3, class_loss = 0.805874, iou_loss = 0.339328, total_loss = 1.145202 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000479, iou_loss = 0.000000, total_loss = 0.000479 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.684248), count: 1, class_loss = 0.059895, iou_loss = 0.048355, total_loss = 0.108250 \n",
            " total_bbox = 124091, rewritten_bbox = 0.162784 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.621622), count: 4, class_loss = 0.794980, iou_loss = 0.407134, total_loss = 1.202114 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.028145, iou_loss = 0.000000, total_loss = 0.028145 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.325496), count: 1, class_loss = 0.201713, iou_loss = 0.670039, total_loss = 0.871752 \n",
            " total_bbox = 124096, rewritten_bbox = 0.162777 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.669876), count: 6, class_loss = 1.277626, iou_loss = 0.744315, total_loss = 2.021940 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.650798), count: 3, class_loss = 1.038405, iou_loss = 0.483398, total_loss = 1.521803 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000033, iou_loss = 0.000000, total_loss = 0.000033 \n",
            " total_bbox = 124105, rewritten_bbox = 0.162765 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.502143), count: 1, class_loss = 0.254703, iou_loss = 0.246396, total_loss = 0.501099 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005544, iou_loss = 0.000000, total_loss = 0.005544 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.579146), count: 4, class_loss = 0.611347, iou_loss = 0.622139, total_loss = 1.233486 \n",
            " total_bbox = 124109, rewritten_bbox = 0.162760 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.631341), count: 6, class_loss = 1.248313, iou_loss = 0.770877, total_loss = 2.019190 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001139, iou_loss = 0.000000, total_loss = 0.001139 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.553878), count: 1, class_loss = 0.241783, iou_loss = 0.171190, total_loss = 0.412973 \n",
            " total_bbox = 124116, rewritten_bbox = 0.162751 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.610322), count: 10, class_loss = 2.904960, iou_loss = 1.608594, total_loss = 4.513554 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.513621), count: 1, class_loss = 0.219534, iou_loss = 0.350857, total_loss = 0.570391 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000362, iou_loss = 0.000000, total_loss = 0.000362 \n",
            " total_bbox = 124127, rewritten_bbox = 0.162737 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.554231), count: 5, class_loss = 1.262987, iou_loss = 1.240590, total_loss = 2.503577 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.012783, iou_loss = 0.000000, total_loss = 0.012783 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000025, iou_loss = 0.000000, total_loss = 0.000025 \n",
            " total_bbox = 124132, rewritten_bbox = 0.162730 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.603118), count: 8, class_loss = 1.687462, iou_loss = 1.536329, total_loss = 3.223791 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.030881, iou_loss = 0.000000, total_loss = 0.030881 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.671534), count: 3, class_loss = 0.237477, iou_loss = 0.276196, total_loss = 0.513673 \n",
            " total_bbox = 124143, rewritten_bbox = 0.162716 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.678324), count: 5, class_loss = 1.549120, iou_loss = 0.645034, total_loss = 2.194154 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.738989), count: 2, class_loss = 0.613612, iou_loss = 0.319358, total_loss = 0.932971 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.644893), count: 1, class_loss = 0.034421, iou_loss = 0.111563, total_loss = 0.145984 \n",
            " total_bbox = 124151, rewritten_bbox = 0.162705 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602083), count: 4, class_loss = 0.978400, iou_loss = 0.472673, total_loss = 1.451073 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.534635), count: 1, class_loss = 0.219784, iou_loss = 0.195932, total_loss = 0.415716 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.566270), count: 4, class_loss = 0.739089, iou_loss = 0.712515, total_loss = 1.451604 \n",
            " total_bbox = 124160, rewritten_bbox = 0.162693 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.628333), count: 4, class_loss = 1.564327, iou_loss = 0.421737, total_loss = 1.986064 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.447107), count: 6, class_loss = 1.858766, iou_loss = 2.409851, total_loss = 4.268617 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.556158), count: 1, class_loss = 0.233283, iou_loss = 0.320231, total_loss = 0.553514 \n",
            " total_bbox = 124171, rewritten_bbox = 0.162679 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.691741), count: 4, class_loss = 0.472555, iou_loss = 0.567617, total_loss = 1.040172 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002230, iou_loss = 0.000000, total_loss = 0.002230 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000004, iou_loss = 0.000000, total_loss = 0.000004 \n",
            " total_bbox = 124175, rewritten_bbox = 0.162674 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.651029), count: 7, class_loss = 1.932582, iou_loss = 0.689227, total_loss = 2.621809 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.608618), count: 1, class_loss = 0.231876, iou_loss = 0.083599, total_loss = 0.315475 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000005, iou_loss = 0.000000, total_loss = 0.000005 \n",
            " total_bbox = 124183, rewritten_bbox = 0.162663 % \n",
            "\u001b]2;857/10000: loss=1.1 hours left=12.8\u0007\n",
            " 857: 1.131917, 1.307172 avg loss, 0.000539 rate, 5.504656 seconds, 54848 images, 12.773950 hours left\n",
            "Loaded: 0.000228 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.538639), count: 4, class_loss = 0.976682, iou_loss = 0.578725, total_loss = 1.555407 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001801, iou_loss = 0.000000, total_loss = 0.001801 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.562878), count: 1, class_loss = 0.224655, iou_loss = 0.110901, total_loss = 0.335556 \n",
            " total_bbox = 124188, rewritten_bbox = 0.162657 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.678209), count: 9, class_loss = 1.708477, iou_loss = 0.887986, total_loss = 2.596464 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000625, iou_loss = 0.000000, total_loss = 0.000625 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000774, iou_loss = 0.000000, total_loss = 0.000774 \n",
            " total_bbox = 124197, rewritten_bbox = 0.162645 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.600980), count: 4, class_loss = 1.206068, iou_loss = 0.443330, total_loss = 1.649397 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.599039), count: 3, class_loss = 0.942422, iou_loss = 0.443933, total_loss = 1.386355 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.421473), count: 2, class_loss = 0.462881, iou_loss = 0.598751, total_loss = 1.061633 \n",
            " total_bbox = 124206, rewritten_bbox = 0.162633 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.620598), count: 5, class_loss = 0.961993, iou_loss = 0.608246, total_loss = 1.570239 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.735612), count: 1, class_loss = 0.108419, iou_loss = 0.077618, total_loss = 0.186037 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000172, iou_loss = 0.000000, total_loss = 0.000172 \n",
            " total_bbox = 124212, rewritten_bbox = 0.162625 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.694751), count: 3, class_loss = 0.329576, iou_loss = 0.197809, total_loss = 0.527385 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003777, iou_loss = 0.000000, total_loss = 0.003777 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.417771), count: 1, class_loss = 0.227314, iou_loss = 0.414393, total_loss = 0.641707 \n",
            " total_bbox = 124216, rewritten_bbox = 0.162620 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.662292), count: 6, class_loss = 1.096737, iou_loss = 0.715589, total_loss = 1.812326 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.010790, iou_loss = 0.000000, total_loss = 0.010790 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000042, iou_loss = 0.000000, total_loss = 0.000042 \n",
            " total_bbox = 124222, rewritten_bbox = 0.162612 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.615745), count: 5, class_loss = 1.328661, iou_loss = 1.005258, total_loss = 2.333919 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005145, iou_loss = 0.000000, total_loss = 0.005145 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.441293), count: 1, class_loss = 0.307256, iou_loss = 0.367921, total_loss = 0.675177 \n",
            " total_bbox = 124228, rewritten_bbox = 0.162604 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.634498), count: 4, class_loss = 0.551249, iou_loss = 0.318865, total_loss = 0.870114 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.006090, iou_loss = 0.000000, total_loss = 0.006090 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000021, iou_loss = 0.000000, total_loss = 0.000021 \n",
            " total_bbox = 124232, rewritten_bbox = 0.162599 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.670437), count: 6, class_loss = 1.124644, iou_loss = 0.731123, total_loss = 1.855767 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.595093), count: 3, class_loss = 0.412780, iou_loss = 0.617643, total_loss = 1.030423 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007507, iou_loss = 0.000000, total_loss = 0.007507 \n",
            " total_bbox = 124241, rewritten_bbox = 0.162587 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.656365), count: 5, class_loss = 0.816932, iou_loss = 0.446910, total_loss = 1.263842 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001308, iou_loss = 0.000000, total_loss = 0.001308 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000043, iou_loss = 0.000000, total_loss = 0.000043 \n",
            " total_bbox = 124246, rewritten_bbox = 0.162581 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.583272), count: 9, class_loss = 2.158450, iou_loss = 1.501770, total_loss = 3.660219 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.602333), count: 8, class_loss = 2.375774, iou_loss = 1.386296, total_loss = 3.762070 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000061, iou_loss = 0.000000, total_loss = 0.000061 \n",
            " total_bbox = 124263, rewritten_bbox = 0.162558 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.638676), count: 5, class_loss = 0.881564, iou_loss = 0.740704, total_loss = 1.622269 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.559525), count: 3, class_loss = 0.713537, iou_loss = 0.683079, total_loss = 1.396616 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.668115), count: 1, class_loss = 0.175512, iou_loss = 0.067751, total_loss = 0.243263 \n",
            " total_bbox = 124272, rewritten_bbox = 0.162547 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.592723), count: 7, class_loss = 1.736068, iou_loss = 1.473344, total_loss = 3.209412 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.608943), count: 7, class_loss = 3.256022, iou_loss = 1.523732, total_loss = 4.779755 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.482492), count: 1, class_loss = 0.495572, iou_loss = 0.102721, total_loss = 0.598293 \n",
            " total_bbox = 124287, rewritten_bbox = 0.162527 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.679986), count: 7, class_loss = 1.533028, iou_loss = 0.970248, total_loss = 2.503277 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.749887), count: 2, class_loss = 0.581200, iou_loss = 0.311518, total_loss = 0.892719 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000042, iou_loss = 0.000000, total_loss = 0.000042 \n",
            " total_bbox = 124296, rewritten_bbox = 0.162515 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.586627), count: 2, class_loss = 0.284305, iou_loss = 0.412188, total_loss = 0.696493 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.523903), count: 2, class_loss = 0.507267, iou_loss = 0.495081, total_loss = 1.002348 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.333306), count: 1, class_loss = 0.198516, iou_loss = 0.582452, total_loss = 0.780968 \n",
            " total_bbox = 124301, rewritten_bbox = 0.162509 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.593582), count: 3, class_loss = 0.837308, iou_loss = 0.381496, total_loss = 1.218804 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.833385), count: 1, class_loss = 0.254275, iou_loss = 0.034766, total_loss = 0.289041 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.187498), count: 1, class_loss = 0.436499, iou_loss = 1.043022, total_loss = 1.479521 \n",
            " total_bbox = 124306, rewritten_bbox = 0.162502 % \n",
            "\u001b]2;858/10000: loss=1.0 hours left=12.8\u0007\n",
            " 858: 1.031771, 1.279632 avg loss, 0.000542 rate, 5.481272 seconds, 54912 images, 12.786016 hours left\n",
            "Loaded: 0.000095 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.551751), count: 9, class_loss = 3.115558, iou_loss = 1.854543, total_loss = 4.970101 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.483305), count: 1, class_loss = 0.221834, iou_loss = 0.421766, total_loss = 0.643600 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000038, iou_loss = 0.000000, total_loss = 0.000038 \n",
            " total_bbox = 124316, rewritten_bbox = 0.162489 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.730397), count: 5, class_loss = 0.928490, iou_loss = 0.441525, total_loss = 1.370015 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002146, iou_loss = 0.000000, total_loss = 0.002146 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.536800), count: 1, class_loss = 0.339848, iou_loss = 0.068186, total_loss = 0.408035 \n",
            " total_bbox = 124322, rewritten_bbox = 0.162481 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.601818), count: 10, class_loss = 1.814660, iou_loss = 1.392453, total_loss = 3.207114 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.486904), count: 2, class_loss = 0.478337, iou_loss = 0.487066, total_loss = 0.965404 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000059, iou_loss = 0.000000, total_loss = 0.000059 \n",
            " total_bbox = 124334, rewritten_bbox = 0.162466 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.561400), count: 11, class_loss = 2.553026, iou_loss = 2.767496, total_loss = 5.320522 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.223798), count: 1, class_loss = 0.397312, iou_loss = 0.698675, total_loss = 1.095987 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.386974), count: 2, class_loss = 0.274572, iou_loss = 0.652513, total_loss = 0.927085 \n",
            " total_bbox = 124348, rewritten_bbox = 0.162447 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.579510), count: 5, class_loss = 0.631035, iou_loss = 0.746469, total_loss = 1.377503 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.057922, iou_loss = 0.000000, total_loss = 0.057922 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000041, iou_loss = 0.000000, total_loss = 0.000041 \n",
            " total_bbox = 124353, rewritten_bbox = 0.162441 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.613611), count: 8, class_loss = 1.616531, iou_loss = 1.002178, total_loss = 2.618710 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.044779, iou_loss = 0.000000, total_loss = 0.044779 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.481256), count: 1, class_loss = 0.278602, iou_loss = 0.280372, total_loss = 0.558974 \n",
            " total_bbox = 124362, rewritten_bbox = 0.162429 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.587639), count: 12, class_loss = 2.003590, iou_loss = 2.200974, total_loss = 4.204564 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.688593), count: 5, class_loss = 1.643983, iou_loss = 0.674388, total_loss = 2.318371 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000089, iou_loss = 0.000000, total_loss = 0.000089 \n",
            " total_bbox = 124379, rewritten_bbox = 0.164015 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.628436), count: 2, class_loss = 0.095409, iou_loss = 0.194494, total_loss = 0.289903 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.207355, iou_loss = 0.000000, total_loss = 0.207355 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.486752), count: 2, class_loss = 0.290239, iou_loss = 0.931178, total_loss = 1.221417 \n",
            " total_bbox = 124383, rewritten_bbox = 0.164010 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.681075), count: 7, class_loss = 1.470407, iou_loss = 0.774924, total_loss = 2.245331 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.656148), count: 3, class_loss = 0.936510, iou_loss = 0.377123, total_loss = 1.313633 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.287826), count: 1, class_loss = 0.533989, iou_loss = 0.481030, total_loss = 1.015019 \n",
            " total_bbox = 124394, rewritten_bbox = 0.163995 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.541057), count: 4, class_loss = 0.714196, iou_loss = 0.658465, total_loss = 1.372661 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004317, iou_loss = 0.000000, total_loss = 0.004317 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.378089), count: 1, class_loss = 0.250750, iou_loss = 0.366229, total_loss = 0.616978 \n",
            " total_bbox = 124399, rewritten_bbox = 0.163988 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.596409), count: 2, class_loss = 0.389398, iou_loss = 0.283394, total_loss = 0.672792 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.642161), count: 11, class_loss = 2.947005, iou_loss = 1.646512, total_loss = 4.593517 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.538581), count: 4, class_loss = 0.325351, iou_loss = 0.854126, total_loss = 1.179476 \n",
            " total_bbox = 124416, rewritten_bbox = 0.163966 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.581349), count: 6, class_loss = 1.572728, iou_loss = 1.139820, total_loss = 2.712547 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.726180), count: 3, class_loss = 1.021649, iou_loss = 0.294600, total_loss = 1.316248 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.467966), count: 1, class_loss = 0.034331, iou_loss = 0.285139, total_loss = 0.319470 \n",
            " total_bbox = 124426, rewritten_bbox = 0.163953 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.523596), count: 11, class_loss = 4.185728, iou_loss = 3.220654, total_loss = 7.406382 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.719475), count: 9, class_loss = 2.091692, iou_loss = 0.730750, total_loss = 2.822442 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.561496), count: 1, class_loss = 0.385871, iou_loss = 0.111926, total_loss = 0.497797 \n",
            " total_bbox = 124447, rewritten_bbox = 0.163925 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.762450), count: 5, class_loss = 0.896128, iou_loss = 0.385896, total_loss = 1.282024 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.531329), count: 2, class_loss = 0.629471, iou_loss = 0.400457, total_loss = 1.029928 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001140, iou_loss = 0.000000, total_loss = 0.001140 \n",
            " total_bbox = 124454, rewritten_bbox = 0.163916 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.686980), count: 4, class_loss = 0.987345, iou_loss = 0.344212, total_loss = 1.331558 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.655345), count: 3, class_loss = 0.686377, iou_loss = 0.358683, total_loss = 1.045061 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.259472), count: 1, class_loss = 0.217629, iou_loss = 0.653934, total_loss = 0.871563 \n",
            " total_bbox = 124462, rewritten_bbox = 0.163905 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.625343), count: 6, class_loss = 1.019342, iou_loss = 0.819604, total_loss = 1.838946 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.586973), count: 3, class_loss = 0.641925, iou_loss = 0.438614, total_loss = 1.080539 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000110, iou_loss = 0.000000, total_loss = 0.000110 \n",
            " total_bbox = 124471, rewritten_bbox = 0.163894 % \n",
            "\u001b]2;859/10000: loss=1.4 hours left=12.8\u0007\n",
            " 859: 1.424567, 1.294125 avg loss, 0.000544 rate, 5.554372 seconds, 54976 images, 12.797356 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.646079), count: 5, class_loss = 0.889025, iou_loss = 0.570093, total_loss = 1.459118 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.478221), count: 2, class_loss = 0.519914, iou_loss = 0.580285, total_loss = 1.100199 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.250591), count: 1, class_loss = 0.527789, iou_loss = 0.577932, total_loss = 1.105721 \n",
            " total_bbox = 124479, rewritten_bbox = 0.163883 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.606075), count: 8, class_loss = 1.950622, iou_loss = 1.293273, total_loss = 3.243896 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.538334), count: 5, class_loss = 1.863577, iou_loss = 1.398999, total_loss = 3.262576 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.374984), count: 1, class_loss = 0.419300, iou_loss = 0.475901, total_loss = 0.895201 \n",
            " total_bbox = 124493, rewritten_bbox = 0.163865 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.605658), count: 7, class_loss = 1.476207, iou_loss = 1.024560, total_loss = 2.500767 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.633135), count: 4, class_loss = 1.342906, iou_loss = 0.552878, total_loss = 1.895784 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000033, iou_loss = 0.000000, total_loss = 0.000033 \n",
            " total_bbox = 124504, rewritten_bbox = 0.163850 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.627420), count: 4, class_loss = 0.904843, iou_loss = 0.507132, total_loss = 1.411974 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.712484), count: 3, class_loss = 1.114959, iou_loss = 0.361210, total_loss = 1.476169 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.133744, iou_loss = 0.000000, total_loss = 0.133744 \n",
            " total_bbox = 124511, rewritten_bbox = 0.163841 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.711396), count: 8, class_loss = 2.036793, iou_loss = 0.823884, total_loss = 2.860677 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.690777), count: 8, class_loss = 2.325795, iou_loss = 0.908636, total_loss = 3.234431 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000022, iou_loss = 0.000000, total_loss = 0.000022 \n",
            " total_bbox = 124527, rewritten_bbox = 0.163820 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709634), count: 7, class_loss = 1.577609, iou_loss = 0.846447, total_loss = 2.424056 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005674, iou_loss = 0.000000, total_loss = 0.005674 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000019, iou_loss = 0.000000, total_loss = 0.000019 \n",
            " total_bbox = 124534, rewritten_bbox = 0.163811 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.513217), count: 2, class_loss = 1.047263, iou_loss = 0.291631, total_loss = 1.338894 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.678443), count: 2, class_loss = 0.606601, iou_loss = 0.173435, total_loss = 0.780036 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000461, iou_loss = 0.000000, total_loss = 0.000461 \n",
            " total_bbox = 124538, rewritten_bbox = 0.163805 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.610002), count: 3, class_loss = 0.491436, iou_loss = 0.262816, total_loss = 0.754252 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008518, iou_loss = 0.000000, total_loss = 0.008518 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.550423), count: 1, class_loss = 0.055175, iou_loss = 0.199661, total_loss = 0.254836 \n",
            " total_bbox = 124542, rewritten_bbox = 0.163800 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.614366), count: 9, class_loss = 1.794951, iou_loss = 1.063389, total_loss = 2.858341 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.481927), count: 4, class_loss = 1.422464, iou_loss = 1.820269, total_loss = 3.242733 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.496767), count: 4, class_loss = 1.010894, iou_loss = 0.942822, total_loss = 1.953715 \n",
            " total_bbox = 124559, rewritten_bbox = 0.163778 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.580159), count: 4, class_loss = 1.050171, iou_loss = 0.630062, total_loss = 1.680232 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.506186), count: 1, class_loss = 0.024856, iou_loss = 0.236916, total_loss = 0.261772 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.602989), count: 2, class_loss = 0.521472, iou_loss = 0.132473, total_loss = 0.653945 \n",
            " total_bbox = 124566, rewritten_bbox = 0.163769 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.548977), count: 2, class_loss = 0.583842, iou_loss = 0.463951, total_loss = 1.047793 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.536851), count: 4, class_loss = 1.343152, iou_loss = 1.096541, total_loss = 2.439693 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.589087), count: 2, class_loss = 0.878797, iou_loss = 0.418712, total_loss = 1.297509 \n",
            " total_bbox = 124574, rewritten_bbox = 0.163758 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.542600), count: 7, class_loss = 1.902105, iou_loss = 1.431899, total_loss = 3.334004 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.545132), count: 10, class_loss = 2.551906, iou_loss = 2.362696, total_loss = 4.914603 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.630620), count: 3, class_loss = 1.547738, iou_loss = 0.628294, total_loss = 2.176031 \n",
            " total_bbox = 124594, rewritten_bbox = 0.163732 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.577346), count: 2, class_loss = 0.292497, iou_loss = 0.306417, total_loss = 0.598913 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.013581, iou_loss = 0.000000, total_loss = 0.013581 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.306803), count: 1, class_loss = 0.188059, iou_loss = 0.439159, total_loss = 0.627218 \n",
            " total_bbox = 124597, rewritten_bbox = 0.163728 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.663698), count: 3, class_loss = 0.892125, iou_loss = 0.309539, total_loss = 1.201664 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.413101), count: 1, class_loss = 0.553548, iou_loss = 0.452998, total_loss = 1.006546 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.439678), count: 2, class_loss = 0.373604, iou_loss = 0.575195, total_loss = 0.948798 \n",
            " total_bbox = 124603, rewritten_bbox = 0.163720 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.704583), count: 7, class_loss = 1.662913, iou_loss = 0.778502, total_loss = 2.441414 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.585856), count: 2, class_loss = 0.329125, iou_loss = 0.563188, total_loss = 0.892313 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000521, iou_loss = 0.000000, total_loss = 0.000521 \n",
            " total_bbox = 124612, rewritten_bbox = 0.163708 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.635027), count: 5, class_loss = 0.871422, iou_loss = 0.343584, total_loss = 1.215007 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.629362), count: 1, class_loss = 0.359310, iou_loss = 0.126501, total_loss = 0.485810 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.067977, iou_loss = 0.000000, total_loss = 0.067977 \n",
            " total_bbox = 124618, rewritten_bbox = 0.163700 % \n",
            "\u001b]2;860/10000: loss=1.4 hours left=12.8\u0007\n",
            " 860: 1.364733, 1.301186 avg loss, 0.000547 rate, 5.490120 seconds, 55040 images, 12.810420 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 384 x 384 \n",
            " try to allocate additional workspace_size = 142.61 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000057 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.707860), count: 7, class_loss = 1.227870, iou_loss = 0.966840, total_loss = 2.194710 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.702565), count: 1, class_loss = 0.263578, iou_loss = 0.134302, total_loss = 0.397879 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000209, iou_loss = 0.000000, total_loss = 0.000209 \n",
            " total_bbox = 124626, rewritten_bbox = 0.163690 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.613801), count: 7, class_loss = 1.666804, iou_loss = 1.187329, total_loss = 2.854133 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.542624), count: 2, class_loss = 0.683001, iou_loss = 0.317525, total_loss = 1.000526 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.465650), count: 2, class_loss = 0.475863, iou_loss = 0.514167, total_loss = 0.990030 \n",
            " total_bbox = 124637, rewritten_bbox = 0.163675 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.471525), count: 5, class_loss = 1.033432, iou_loss = 0.827343, total_loss = 1.860775 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001573, iou_loss = 0.000000, total_loss = 0.001573 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000188, iou_loss = 0.000000, total_loss = 0.000188 \n",
            " total_bbox = 124642, rewritten_bbox = 0.163669 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.640106), count: 7, class_loss = 1.524967, iou_loss = 0.793398, total_loss = 2.318366 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.614241), count: 2, class_loss = 1.019706, iou_loss = 0.172844, total_loss = 1.192550 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.523294), count: 1, class_loss = 0.142670, iou_loss = 0.134620, total_loss = 0.277290 \n",
            " total_bbox = 124652, rewritten_bbox = 0.163656 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.805107), count: 4, class_loss = 0.517917, iou_loss = 0.239721, total_loss = 0.757638 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.579085), count: 5, class_loss = 1.486485, iou_loss = 1.305541, total_loss = 2.792026 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.560924), count: 1, class_loss = 0.309287, iou_loss = 0.196954, total_loss = 0.506240 \n",
            " total_bbox = 124662, rewritten_bbox = 0.163642 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.701406), count: 6, class_loss = 0.832473, iou_loss = 0.635242, total_loss = 1.467714 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.744842), count: 1, class_loss = 0.353779, iou_loss = 0.117232, total_loss = 0.471011 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.402395), count: 2, class_loss = 0.610642, iou_loss = 0.851733, total_loss = 1.462375 \n",
            " total_bbox = 124671, rewritten_bbox = 0.163631 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.485948), count: 3, class_loss = 0.789162, iou_loss = 0.380554, total_loss = 1.169716 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000287, iou_loss = 0.000000, total_loss = 0.000287 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.526497), count: 4, class_loss = 0.679612, iou_loss = 0.431346, total_loss = 1.110958 \n",
            " total_bbox = 124678, rewritten_bbox = 0.163621 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.536112), count: 3, class_loss = 0.471451, iou_loss = 0.407595, total_loss = 0.879046 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002946, iou_loss = 0.000000, total_loss = 0.002946 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.576027), count: 4, class_loss = 1.337777, iou_loss = 0.716717, total_loss = 2.054494 \n",
            " total_bbox = 124685, rewritten_bbox = 0.163612 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.785056), count: 2, class_loss = 0.536397, iou_loss = 0.227905, total_loss = 0.764302 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.571751), count: 10, class_loss = 2.962801, iou_loss = 2.343844, total_loss = 5.306645 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.386202), count: 3, class_loss = 0.781931, iou_loss = 1.156456, total_loss = 1.938388 \n",
            " total_bbox = 124700, rewritten_bbox = 0.163593 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.036237, iou_loss = 0.000000, total_loss = 0.036237 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.572168), count: 1, class_loss = 0.060048, iou_loss = 0.152089, total_loss = 0.212136 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.317077), count: 2, class_loss = 0.265060, iou_loss = 1.060003, total_loss = 1.325063 \n",
            " total_bbox = 124703, rewritten_bbox = 0.163589 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.722323), count: 5, class_loss = 1.380760, iou_loss = 0.271604, total_loss = 1.652364 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.328928), count: 1, class_loss = 0.355769, iou_loss = 0.661236, total_loss = 1.017005 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002028, iou_loss = 0.000000, total_loss = 0.002028 \n",
            " total_bbox = 124709, rewritten_bbox = 0.163581 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.542638), count: 1, class_loss = 0.263829, iou_loss = 0.084112, total_loss = 0.347941 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.326625), count: 2, class_loss = 0.447028, iou_loss = 0.827319, total_loss = 1.274347 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.312459), count: 3, class_loss = 0.765381, iou_loss = 1.947599, total_loss = 2.712980 \n",
            " total_bbox = 124715, rewritten_bbox = 0.163573 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.596400), count: 7, class_loss = 1.279755, iou_loss = 0.982886, total_loss = 2.262640 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.579518), count: 12, class_loss = 4.856096, iou_loss = 2.054109, total_loss = 6.910205 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000143, iou_loss = 0.000000, total_loss = 0.000143 \n",
            " total_bbox = 124734, rewritten_bbox = 0.163548 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.708503), count: 2, class_loss = 0.335161, iou_loss = 0.175376, total_loss = 0.510537 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.460943), count: 6, class_loss = 2.654889, iou_loss = 2.146912, total_loss = 4.801802 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.586310), count: 3, class_loss = 0.689168, iou_loss = 0.531958, total_loss = 1.221126 \n",
            " total_bbox = 124745, rewritten_bbox = 0.163534 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.654071), count: 2, class_loss = 0.467679, iou_loss = 0.237387, total_loss = 0.705066 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002592, iou_loss = 0.000000, total_loss = 0.002592 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.515964), count: 4, class_loss = 0.369433, iou_loss = 0.724475, total_loss = 1.093908 \n",
            " total_bbox = 124751, rewritten_bbox = 0.163526 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.551931), count: 8, class_loss = 1.478258, iou_loss = 1.578816, total_loss = 3.057074 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.666669), count: 1, class_loss = 0.340086, iou_loss = 0.120378, total_loss = 0.460465 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000859, iou_loss = 0.000000, total_loss = 0.000859 \n",
            " total_bbox = 124760, rewritten_bbox = 0.163514 % \n",
            "\u001b]2;861/10000: loss=1.3 hours left=12.8\u0007\n",
            " 861: 1.320386, 1.303106 avg loss, 0.000550 rate, 3.282874 seconds, 55104 images, 12.821706 hours left\n",
            "Loaded: 0.000063 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.564273), count: 4, class_loss = 1.098016, iou_loss = 0.999107, total_loss = 2.097123 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.595103), count: 1, class_loss = 0.320209, iou_loss = 0.119659, total_loss = 0.439867 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.557561), count: 3, class_loss = 0.528658, iou_loss = 0.378881, total_loss = 0.907539 \n",
            " total_bbox = 124768, rewritten_bbox = 0.163503 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.616132), count: 8, class_loss = 1.801652, iou_loss = 0.942676, total_loss = 2.744328 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.642740), count: 6, class_loss = 2.332977, iou_loss = 1.007351, total_loss = 3.340328 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.712355), count: 1, class_loss = 0.399896, iou_loss = 0.098606, total_loss = 0.498502 \n",
            " total_bbox = 124783, rewritten_bbox = 0.163484 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.679456), count: 2, class_loss = 0.826953, iou_loss = 0.287177, total_loss = 1.114130 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.568697), count: 10, class_loss = 2.819527, iou_loss = 1.932124, total_loss = 4.751651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.527676), count: 4, class_loss = 0.958398, iou_loss = 0.845093, total_loss = 1.803491 \n",
            " total_bbox = 124799, rewritten_bbox = 0.163463 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.673535), count: 3, class_loss = 0.490184, iou_loss = 0.208094, total_loss = 0.698278 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.013176, iou_loss = 0.000000, total_loss = 0.013176 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.548010), count: 1, class_loss = 0.209056, iou_loss = 0.178993, total_loss = 0.388048 \n",
            " total_bbox = 124803, rewritten_bbox = 0.163458 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.753469), count: 3, class_loss = 0.675288, iou_loss = 0.113975, total_loss = 0.789263 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.742184), count: 1, class_loss = 0.105664, iou_loss = 0.078302, total_loss = 0.183967 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004707, iou_loss = 0.000000, total_loss = 0.004707 \n",
            " total_bbox = 124807, rewritten_bbox = 0.163452 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.580953), count: 4, class_loss = 0.732470, iou_loss = 0.907078, total_loss = 1.639548 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001557, iou_loss = 0.000000, total_loss = 0.001557 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.488194), count: 2, class_loss = 0.274392, iou_loss = 0.472446, total_loss = 0.746838 \n",
            " total_bbox = 124813, rewritten_bbox = 0.163445 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.552332), count: 7, class_loss = 2.010908, iou_loss = 1.467220, total_loss = 3.478128 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.543655), count: 4, class_loss = 1.012297, iou_loss = 0.708649, total_loss = 1.720946 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.573754), count: 2, class_loss = 0.979830, iou_loss = 0.433774, total_loss = 1.413604 \n",
            " total_bbox = 124826, rewritten_bbox = 0.163427 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.700230), count: 6, class_loss = 1.101710, iou_loss = 0.329821, total_loss = 1.431531 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.758284), count: 3, class_loss = 0.657490, iou_loss = 0.239302, total_loss = 0.896792 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.424232), count: 2, class_loss = 0.760327, iou_loss = 0.929846, total_loss = 1.690173 \n",
            " total_bbox = 124837, rewritten_bbox = 0.163413 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.678162), count: 5, class_loss = 1.028476, iou_loss = 0.427412, total_loss = 1.455888 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.011775, iou_loss = 0.000000, total_loss = 0.011775 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.475871), count: 1, class_loss = 0.489129, iou_loss = 0.251650, total_loss = 0.740779 \n",
            " total_bbox = 124843, rewritten_bbox = 0.163405 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.638787), count: 7, class_loss = 1.331053, iou_loss = 0.825671, total_loss = 2.156724 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713587), count: 1, class_loss = 0.272704, iou_loss = 0.043497, total_loss = 0.316201 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.461310), count: 1, class_loss = 0.367202, iou_loss = 0.247912, total_loss = 0.615114 \n",
            " total_bbox = 124852, rewritten_bbox = 0.163393 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.564921), count: 4, class_loss = 1.192342, iou_loss = 0.597400, total_loss = 1.789742 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.635552), count: 5, class_loss = 1.856907, iou_loss = 1.160888, total_loss = 3.017794 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.393310), count: 1, class_loss = 0.262247, iou_loss = 0.372984, total_loss = 0.635231 \n",
            " total_bbox = 124862, rewritten_bbox = 0.163380 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.726938), count: 6, class_loss = 0.829767, iou_loss = 0.308005, total_loss = 1.137773 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.037407, iou_loss = 0.000000, total_loss = 0.037407 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000040, iou_loss = 0.000000, total_loss = 0.000040 \n",
            " total_bbox = 124868, rewritten_bbox = 0.163373 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.641368), count: 5, class_loss = 1.307848, iou_loss = 0.564291, total_loss = 1.872139 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.019031, iou_loss = 0.000000, total_loss = 0.019031 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000974, iou_loss = 0.000000, total_loss = 0.000974 \n",
            " total_bbox = 124873, rewritten_bbox = 0.163366 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.606708), count: 5, class_loss = 1.372537, iou_loss = 0.521117, total_loss = 1.893654 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.515660), count: 1, class_loss = 0.186717, iou_loss = 0.183275, total_loss = 0.369992 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000025, iou_loss = 0.000000, total_loss = 0.000025 \n",
            " total_bbox = 124879, rewritten_bbox = 0.163358 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.454051), count: 3, class_loss = 0.919190, iou_loss = 1.056250, total_loss = 1.975440 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750391), count: 2, class_loss = 0.638873, iou_loss = 0.254864, total_loss = 0.893736 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000550, iou_loss = 0.000000, total_loss = 0.000550 \n",
            " total_bbox = 124884, rewritten_bbox = 0.163352 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.511471), count: 2, class_loss = 0.420451, iou_loss = 0.304753, total_loss = 0.725203 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.765152), count: 1, class_loss = 0.131910, iou_loss = 0.047113, total_loss = 0.179022 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.333865), count: 1, class_loss = 0.258320, iou_loss = 0.324170, total_loss = 0.582490 \n",
            " total_bbox = 124888, rewritten_bbox = 0.163346 % \n",
            "\u001b]2;862/10000: loss=1.1 hours left=12.8\u0007\n",
            " 862: 1.108755, 1.283671 avg loss, 0.000552 rate, 3.447119 seconds, 55168 images, 12.776831 hours left\n",
            "Loaded: 0.000069 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.707910), count: 4, class_loss = 0.679012, iou_loss = 0.231759, total_loss = 0.910771 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.558775), count: 7, class_loss = 2.625178, iou_loss = 1.726203, total_loss = 4.351381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000035, iou_loss = 0.000000, total_loss = 0.000035 \n",
            " total_bbox = 124899, rewritten_bbox = 0.163332 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.656849), count: 7, class_loss = 1.288526, iou_loss = 0.736722, total_loss = 2.025248 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.521573), count: 5, class_loss = 1.316381, iou_loss = 1.314132, total_loss = 2.630512 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000014, iou_loss = 0.000000, total_loss = 0.000014 \n",
            " total_bbox = 124911, rewritten_bbox = 0.163316 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.513823), count: 3, class_loss = 0.837362, iou_loss = 0.447234, total_loss = 1.284596 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.668816), count: 8, class_loss = 1.787428, iou_loss = 1.216967, total_loss = 3.004395 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.624439), count: 1, class_loss = 0.403420, iou_loss = 0.116685, total_loss = 0.520106 \n",
            " total_bbox = 124923, rewritten_bbox = 0.163301 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.407953), count: 2, class_loss = 0.316937, iou_loss = 0.665544, total_loss = 0.982481 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.565446), count: 4, class_loss = 1.323819, iou_loss = 1.008534, total_loss = 2.332353 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.550740), count: 2, class_loss = 0.332112, iou_loss = 0.243346, total_loss = 0.575458 \n",
            " total_bbox = 124931, rewritten_bbox = 0.163290 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.669045), count: 4, class_loss = 1.085935, iou_loss = 0.636661, total_loss = 1.722596 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.587612), count: 3, class_loss = 0.778553, iou_loss = 0.439778, total_loss = 1.218332 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.160959), count: 3, class_loss = 0.703133, iou_loss = 2.147346, total_loss = 2.850480 \n",
            " total_bbox = 124941, rewritten_bbox = 0.163277 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.525517), count: 4, class_loss = 0.543196, iou_loss = 0.659738, total_loss = 1.202933 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.018654, iou_loss = 0.000000, total_loss = 0.018654 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000084, iou_loss = 0.000000, total_loss = 0.000084 \n",
            " total_bbox = 124945, rewritten_bbox = 0.163272 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.769973), count: 2, class_loss = 0.501572, iou_loss = 0.091981, total_loss = 0.593553 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.577655), count: 2, class_loss = 0.189666, iou_loss = 0.335936, total_loss = 0.525602 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.026505, iou_loss = 0.000000, total_loss = 0.026505 \n",
            " total_bbox = 124949, rewritten_bbox = 0.163267 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.583910), count: 3, class_loss = 1.179213, iou_loss = 0.238679, total_loss = 1.417892 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.864272), count: 1, class_loss = 0.243870, iou_loss = 0.043586, total_loss = 0.287456 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.008833, iou_loss = 0.000000, total_loss = 0.008833 \n",
            " total_bbox = 124953, rewritten_bbox = 0.163261 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.533545), count: 8, class_loss = 1.535570, iou_loss = 1.514705, total_loss = 3.050275 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.372937), count: 1, class_loss = 0.344483, iou_loss = 0.429394, total_loss = 0.773877 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.421397), count: 1, class_loss = 0.257092, iou_loss = 0.394103, total_loss = 0.651195 \n",
            " total_bbox = 124963, rewritten_bbox = 0.163248 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.597145), count: 6, class_loss = 1.147429, iou_loss = 0.779092, total_loss = 1.926521 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.306456), count: 1, class_loss = 0.440817, iou_loss = 0.666886, total_loss = 1.107703 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000594, iou_loss = 0.000000, total_loss = 0.000594 \n",
            " total_bbox = 124970, rewritten_bbox = 0.163239 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.720102), count: 4, class_loss = 0.992431, iou_loss = 0.295968, total_loss = 1.288399 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.717883), count: 1, class_loss = 0.154937, iou_loss = 0.090490, total_loss = 0.245428 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000013, iou_loss = 0.000000, total_loss = 0.000013 \n",
            " total_bbox = 124975, rewritten_bbox = 0.163233 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.552840), count: 7, class_loss = 1.704255, iou_loss = 1.334899, total_loss = 3.039153 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.629903), count: 5, class_loss = 1.449515, iou_loss = 0.926136, total_loss = 2.375651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.436999), count: 3, class_loss = 0.727230, iou_loss = 0.929178, total_loss = 1.656408 \n",
            " total_bbox = 124990, rewritten_bbox = 0.163213 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.678802), count: 3, class_loss = 0.366983, iou_loss = 0.189709, total_loss = 0.556692 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.016132, iou_loss = 0.000000, total_loss = 0.016132 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.735010), count: 2, class_loss = 0.404117, iou_loss = 0.228098, total_loss = 0.632215 \n",
            " total_bbox = 124995, rewritten_bbox = 0.163207 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.674257), count: 3, class_loss = 0.881461, iou_loss = 0.167542, total_loss = 1.049003 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.025450, iou_loss = 0.000000, total_loss = 0.025450 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.740501), count: 1, class_loss = 0.218084, iou_loss = 0.047689, total_loss = 0.265773 \n",
            " total_bbox = 124999, rewritten_bbox = 0.163201 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.626339), count: 6, class_loss = 1.208453, iou_loss = 0.874298, total_loss = 2.082752 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.527788), count: 6, class_loss = 1.294677, iou_loss = 1.303879, total_loss = 2.598556 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.859719), count: 1, class_loss = 0.010473, iou_loss = 0.012912, total_loss = 0.023385 \n",
            " total_bbox = 125012, rewritten_bbox = 0.163184 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.505386), count: 6, class_loss = 1.245315, iou_loss = 1.298157, total_loss = 2.543472 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.415263), count: 1, class_loss = 0.481988, iou_loss = 0.262440, total_loss = 0.744428 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.566591), count: 4, class_loss = 0.941560, iou_loss = 0.507449, total_loss = 1.449009 \n",
            " total_bbox = 125023, rewritten_bbox = 0.163170 % \n",
            "\u001b]2;863/10000: loss=1.2 hours left=12.7\u0007\n",
            " 863: 1.179007, 1.273205 avg loss, 0.000555 rate, 3.390907 seconds, 55232 images, 12.736564 hours left\n",
            "Loaded: 0.000065 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.662291), count: 6, class_loss = 1.655097, iou_loss = 1.013256, total_loss = 2.668353 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.546846), count: 12, class_loss = 2.910773, iou_loss = 3.361649, total_loss = 6.272422 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.495196), count: 1, class_loss = 0.437858, iou_loss = 0.180669, total_loss = 0.618527 \n",
            " total_bbox = 125042, rewritten_bbox = 0.163945 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.720888), count: 3, class_loss = 0.432812, iou_loss = 0.194206, total_loss = 0.627018 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.466535), count: 1, class_loss = 0.144200, iou_loss = 0.256232, total_loss = 0.400432 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002581, iou_loss = 0.000000, total_loss = 0.002581 \n",
            " total_bbox = 125046, rewritten_bbox = 0.163940 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.683624), count: 5, class_loss = 1.323685, iou_loss = 0.517278, total_loss = 1.840963 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.375732), count: 7, class_loss = 3.297188, iou_loss = 4.423438, total_loss = 7.720626 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000042, iou_loss = 0.000000, total_loss = 0.000042 \n",
            " total_bbox = 125058, rewritten_bbox = 0.163924 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.645566), count: 6, class_loss = 1.135827, iou_loss = 0.757835, total_loss = 1.893663 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.758118), count: 3, class_loss = 0.749626, iou_loss = 0.243258, total_loss = 0.992884 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.387996), count: 1, class_loss = 0.337911, iou_loss = 0.657762, total_loss = 0.995673 \n",
            " total_bbox = 125068, rewritten_bbox = 0.163911 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.714422), count: 4, class_loss = 0.796876, iou_loss = 0.282583, total_loss = 1.079460 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000286, iou_loss = 0.000000, total_loss = 0.000286 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.356508), count: 2, class_loss = 0.370853, iou_loss = 0.792725, total_loss = 1.163577 \n",
            " total_bbox = 125074, rewritten_bbox = 0.163903 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.598647), count: 4, class_loss = 1.039999, iou_loss = 0.357163, total_loss = 1.397162 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002337, iou_loss = 0.000000, total_loss = 0.002337 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000523, iou_loss = 0.000000, total_loss = 0.000523 \n",
            " total_bbox = 125078, rewritten_bbox = 0.163898 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731631), count: 3, class_loss = 0.518313, iou_loss = 0.452725, total_loss = 0.971038 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.588082), count: 3, class_loss = 1.202720, iou_loss = 0.709680, total_loss = 1.912400 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.376110), count: 2, class_loss = 0.247551, iou_loss = 0.379276, total_loss = 0.626827 \n",
            " total_bbox = 125086, rewritten_bbox = 0.163887 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.576463), count: 4, class_loss = 1.198306, iou_loss = 0.499075, total_loss = 1.697382 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.577935), count: 13, class_loss = 3.632310, iou_loss = 3.230597, total_loss = 6.862908 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.452431), count: 6, class_loss = 2.962677, iou_loss = 3.962672, total_loss = 6.925349 \n",
            " total_bbox = 125109, rewritten_bbox = 0.163857 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684989), count: 1, class_loss = 0.585138, iou_loss = 0.055227, total_loss = 0.640366 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.549512), count: 2, class_loss = 0.449952, iou_loss = 0.397470, total_loss = 0.847422 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.376430), count: 4, class_loss = 0.961349, iou_loss = 1.690408, total_loss = 2.651758 \n",
            " total_bbox = 125116, rewritten_bbox = 0.163848 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658127), count: 4, class_loss = 0.677167, iou_loss = 0.215590, total_loss = 0.892757 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.632145), count: 10, class_loss = 2.753705, iou_loss = 1.539662, total_loss = 4.293367 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.519780), count: 1, class_loss = 0.421547, iou_loss = 0.292490, total_loss = 0.714036 \n",
            " total_bbox = 125131, rewritten_bbox = 0.163828 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.601765), count: 7, class_loss = 1.824516, iou_loss = 1.193076, total_loss = 3.017592 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.646739), count: 2, class_loss = 0.586635, iou_loss = 0.255976, total_loss = 0.842610 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.593244), count: 1, class_loss = 0.360834, iou_loss = 0.062126, total_loss = 0.422960 \n",
            " total_bbox = 125141, rewritten_bbox = 0.163815 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.608507), count: 5, class_loss = 1.113735, iou_loss = 0.842353, total_loss = 1.956088 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.579580), count: 5, class_loss = 1.243289, iou_loss = 0.856428, total_loss = 2.099716 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.510963), count: 2, class_loss = 0.227651, iou_loss = 0.744487, total_loss = 0.972138 \n",
            " total_bbox = 125153, rewritten_bbox = 0.163800 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.660200), count: 11, class_loss = 2.957607, iou_loss = 1.106473, total_loss = 4.064079 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.672907), count: 2, class_loss = 0.542320, iou_loss = 0.226989, total_loss = 0.769308 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.735977), count: 1, class_loss = 0.040270, iou_loss = 0.041628, total_loss = 0.081898 \n",
            " total_bbox = 125167, rewritten_bbox = 0.163781 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.701320), count: 5, class_loss = 0.647815, iou_loss = 0.401747, total_loss = 1.049562 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005238, iou_loss = 0.000000, total_loss = 0.005238 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.700216), count: 1, class_loss = 0.271122, iou_loss = 0.054072, total_loss = 0.325194 \n",
            " total_bbox = 125173, rewritten_bbox = 0.163773 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658038), count: 6, class_loss = 1.452705, iou_loss = 0.760069, total_loss = 2.212774 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.743962), count: 2, class_loss = 0.401072, iou_loss = 0.098828, total_loss = 0.499900 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.569488), count: 1, class_loss = 0.316506, iou_loss = 0.120309, total_loss = 0.436815 \n",
            " total_bbox = 125182, rewritten_bbox = 0.163762 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.563854), count: 3, class_loss = 0.316892, iou_loss = 0.332517, total_loss = 0.649409 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000821, iou_loss = 0.000000, total_loss = 0.000821 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.516929), count: 2, class_loss = 0.291071, iou_loss = 0.482733, total_loss = 0.773805 \n",
            " total_bbox = 125187, rewritten_bbox = 0.163755 % \n",
            "\u001b]2;864/10000: loss=1.6 hours left=12.7\u0007\n",
            " 864: 1.601918, 1.306076 avg loss, 0.000557 rate, 3.401324 seconds, 55296 images, 12.695263 hours left\n",
            "Loaded: 0.000064 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.666840), count: 5, class_loss = 1.434556, iou_loss = 0.432504, total_loss = 1.867061 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.567671), count: 1, class_loss = 0.266959, iou_loss = 0.280414, total_loss = 0.547373 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.712739), count: 1, class_loss = 0.400315, iou_loss = 0.094420, total_loss = 0.494735 \n",
            " total_bbox = 125194, rewritten_bbox = 0.163746 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684192), count: 8, class_loss = 1.824897, iou_loss = 1.021592, total_loss = 2.846490 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.739417), count: 1, class_loss = 0.300110, iou_loss = 0.115910, total_loss = 0.416019 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.692570), count: 1, class_loss = 0.148535, iou_loss = 0.030200, total_loss = 0.178735 \n",
            " total_bbox = 125204, rewritten_bbox = 0.163733 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.577350), count: 2, class_loss = 0.831977, iou_loss = 0.213786, total_loss = 1.045763 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.604309), count: 1, class_loss = 0.244562, iou_loss = 0.118875, total_loss = 0.363437 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.431517), count: 3, class_loss = 0.629608, iou_loss = 0.862065, total_loss = 1.491673 \n",
            " total_bbox = 125210, rewritten_bbox = 0.163725 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.496221), count: 5, class_loss = 0.995412, iou_loss = 0.910903, total_loss = 1.906315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.513058), count: 1, class_loss = 0.391032, iou_loss = 0.306372, total_loss = 0.697404 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.405383), count: 1, class_loss = 0.138005, iou_loss = 0.392061, total_loss = 0.530066 \n",
            " total_bbox = 125217, rewritten_bbox = 0.163716 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.594166), count: 5, class_loss = 1.262241, iou_loss = 0.733988, total_loss = 1.996229 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.522123), count: 3, class_loss = 1.383373, iou_loss = 0.789252, total_loss = 2.172624 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.514551), count: 1, class_loss = 0.269754, iou_loss = 0.242639, total_loss = 0.512393 \n",
            " total_bbox = 125226, rewritten_bbox = 0.163704 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689815), count: 4, class_loss = 0.846681, iou_loss = 0.412154, total_loss = 1.258835 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.614785), count: 17, class_loss = 5.626775, iou_loss = 3.429397, total_loss = 9.056172 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001474, iou_loss = 0.000000, total_loss = 0.001474 \n",
            " total_bbox = 125247, rewritten_bbox = 0.163677 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.710315), count: 4, class_loss = 0.884311, iou_loss = 0.403057, total_loss = 1.287368 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.045074, iou_loss = 0.000000, total_loss = 0.045074 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.054222), count: 1, class_loss = 0.254420, iou_loss = 1.771779, total_loss = 2.026198 \n",
            " total_bbox = 125252, rewritten_bbox = 0.163670 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684486), count: 2, class_loss = 0.294238, iou_loss = 0.172313, total_loss = 0.466551 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.487730), count: 1, class_loss = 0.220708, iou_loss = 0.229944, total_loss = 0.450651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.310009), count: 1, class_loss = 0.175266, iou_loss = 0.330372, total_loss = 0.505638 \n",
            " total_bbox = 125256, rewritten_bbox = 0.163665 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.634424), count: 5, class_loss = 1.106305, iou_loss = 0.532978, total_loss = 1.639282 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.915649), count: 1, class_loss = 0.376999, iou_loss = 0.004345, total_loss = 0.381345 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.569763), count: 1, class_loss = 0.142158, iou_loss = 0.136496, total_loss = 0.278655 \n",
            " total_bbox = 125263, rewritten_bbox = 0.163656 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684076), count: 6, class_loss = 1.446266, iou_loss = 0.482097, total_loss = 1.928363 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.667321), count: 6, class_loss = 1.935057, iou_loss = 0.975306, total_loss = 2.910362 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.613439), count: 2, class_loss = 0.746277, iou_loss = 0.361524, total_loss = 1.107802 \n",
            " total_bbox = 125277, rewritten_bbox = 0.163637 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778355), count: 2, class_loss = 0.496059, iou_loss = 0.089058, total_loss = 0.585116 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000518, iou_loss = 0.000000, total_loss = 0.000518 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.589241), count: 4, class_loss = 0.840755, iou_loss = 0.808823, total_loss = 1.649578 \n",
            " total_bbox = 125283, rewritten_bbox = 0.163630 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.584471), count: 5, class_loss = 0.619100, iou_loss = 0.564267, total_loss = 1.183366 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.015443, iou_loss = 0.000000, total_loss = 0.015443 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000018, iou_loss = 0.000000, total_loss = 0.000018 \n",
            " total_bbox = 125288, rewritten_bbox = 0.163623 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.698148), count: 5, class_loss = 1.521416, iou_loss = 0.467469, total_loss = 1.988886 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.663498), count: 2, class_loss = 0.547812, iou_loss = 0.221136, total_loss = 0.768948 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001730, iou_loss = 0.000000, total_loss = 0.001730 \n",
            " total_bbox = 125295, rewritten_bbox = 0.163614 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.628117), count: 7, class_loss = 1.507029, iou_loss = 1.028621, total_loss = 2.535650 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.587002), count: 3, class_loss = 0.766670, iou_loss = 0.454458, total_loss = 1.221129 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000073, iou_loss = 0.000000, total_loss = 0.000073 \n",
            " total_bbox = 125305, rewritten_bbox = 0.163601 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.562268), count: 3, class_loss = 0.619577, iou_loss = 0.594828, total_loss = 1.214405 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.678857), count: 3, class_loss = 0.621339, iou_loss = 0.238083, total_loss = 0.859422 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000156, iou_loss = 0.000000, total_loss = 0.000156 \n",
            " total_bbox = 125311, rewritten_bbox = 0.163593 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.681726), count: 4, class_loss = 0.510343, iou_loss = 0.321343, total_loss = 0.831686 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.640039), count: 11, class_loss = 2.834542, iou_loss = 1.522802, total_loss = 4.357344 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.373640), count: 1, class_loss = 0.269962, iou_loss = 0.322774, total_loss = 0.592736 \n",
            " total_bbox = 125327, rewritten_bbox = 0.163572 % \n",
            "\u001b]2;865/10000: loss=1.2 hours left=12.7\u0007\n",
            " 865: 1.212839, 1.296752 avg loss, 0.000560 rate, 3.384395 seconds, 55360 images, 12.654631 hours left\n",
            "Loaded: 0.000076 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.591067), count: 3, class_loss = 0.604238, iou_loss = 0.279528, total_loss = 0.883765 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.537793), count: 7, class_loss = 2.978938, iou_loss = 1.724057, total_loss = 4.702995 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.593101), count: 2, class_loss = 0.462870, iou_loss = 0.184769, total_loss = 0.647639 \n",
            " total_bbox = 125339, rewritten_bbox = 0.163556 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.600101), count: 10, class_loss = 2.029419, iou_loss = 1.353125, total_loss = 3.382545 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.532204), count: 5, class_loss = 1.949642, iou_loss = 1.196583, total_loss = 3.146226 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.106791), count: 1, class_loss = 0.452200, iou_loss = 2.940866, total_loss = 3.393066 \n",
            " total_bbox = 125355, rewritten_bbox = 0.163536 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.704589), count: 3, class_loss = 0.516304, iou_loss = 0.211336, total_loss = 0.727640 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.538569), count: 2, class_loss = 0.541166, iou_loss = 0.394178, total_loss = 0.935344 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007147, iou_loss = 0.000000, total_loss = 0.007147 \n",
            " total_bbox = 125360, rewritten_bbox = 0.163529 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.498930), count: 5, class_loss = 1.068109, iou_loss = 0.963234, total_loss = 2.031343 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.515923), count: 1, class_loss = 0.470293, iou_loss = 0.253296, total_loss = 0.723588 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.633526), count: 1, class_loss = 0.260412, iou_loss = 0.154366, total_loss = 0.414778 \n",
            " total_bbox = 125367, rewritten_bbox = 0.163520 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.587804), count: 3, class_loss = 0.363251, iou_loss = 0.356818, total_loss = 0.720070 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.264765), count: 1, class_loss = 0.448061, iou_loss = 0.493679, total_loss = 0.941740 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000070, iou_loss = 0.000000, total_loss = 0.000070 \n",
            " total_bbox = 125371, rewritten_bbox = 0.163515 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.697146), count: 2, class_loss = 0.535832, iou_loss = 0.110967, total_loss = 0.646799 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.674027), count: 6, class_loss = 1.363308, iou_loss = 0.667388, total_loss = 2.030696 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.225839), count: 1, class_loss = 0.112183, iou_loss = 0.658590, total_loss = 0.770772 \n",
            " total_bbox = 125380, rewritten_bbox = 0.163503 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.400840), count: 1, class_loss = 0.776332, iou_loss = 0.417688, total_loss = 1.194020 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.601972), count: 6, class_loss = 1.408171, iou_loss = 0.794935, total_loss = 2.203106 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.687311), count: 1, class_loss = 0.448425, iou_loss = 0.071624, total_loss = 0.520049 \n",
            " total_bbox = 125388, rewritten_bbox = 0.163493 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.600038), count: 3, class_loss = 0.372089, iou_loss = 0.501187, total_loss = 0.873276 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000957, iou_loss = 0.000000, total_loss = 0.000957 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.210925), count: 1, class_loss = 0.194170, iou_loss = 0.739172, total_loss = 0.933342 \n",
            " total_bbox = 125392, rewritten_bbox = 0.163487 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709980), count: 6, class_loss = 1.182506, iou_loss = 0.371533, total_loss = 1.554039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.444270), count: 3, class_loss = 1.313060, iou_loss = 0.968271, total_loss = 2.281331 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000126, iou_loss = 0.000000, total_loss = 0.000126 \n",
            " total_bbox = 125401, rewritten_bbox = 0.163476 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.589921), count: 5, class_loss = 1.240453, iou_loss = 0.564466, total_loss = 1.804919 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.630522), count: 2, class_loss = 0.596453, iou_loss = 0.201000, total_loss = 0.797453 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000058, iou_loss = 0.000000, total_loss = 0.000058 \n",
            " total_bbox = 125408, rewritten_bbox = 0.163466 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.613315), count: 6, class_loss = 1.583568, iou_loss = 0.822549, total_loss = 2.406118 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.593348), count: 6, class_loss = 1.909264, iou_loss = 1.344447, total_loss = 3.253711 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000127, iou_loss = 0.000000, total_loss = 0.000127 \n",
            " total_bbox = 125420, rewritten_bbox = 0.163451 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.741966), count: 5, class_loss = 0.796382, iou_loss = 0.175083, total_loss = 0.971465 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.686231), count: 3, class_loss = 1.013911, iou_loss = 0.323686, total_loss = 1.337597 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513805), count: 2, class_loss = 1.008936, iou_loss = 0.532143, total_loss = 1.541078 \n",
            " total_bbox = 125430, rewritten_bbox = 0.163438 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.799533), count: 1, class_loss = 0.236284, iou_loss = 0.033993, total_loss = 0.270277 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.583531), count: 11, class_loss = 2.856192, iou_loss = 1.646900, total_loss = 4.503092 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.622739), count: 4, class_loss = 0.816811, iou_loss = 0.448434, total_loss = 1.265245 \n",
            " total_bbox = 125446, rewritten_bbox = 0.163417 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.597695), count: 6, class_loss = 1.484729, iou_loss = 0.645799, total_loss = 2.130528 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.569775), count: 4, class_loss = 1.091279, iou_loss = 0.554526, total_loss = 1.645806 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.420799), count: 2, class_loss = 0.221329, iou_loss = 0.475458, total_loss = 0.696788 \n",
            " total_bbox = 125458, rewritten_bbox = 0.163401 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.705915), count: 2, class_loss = 0.887331, iou_loss = 0.258071, total_loss = 1.145402 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.579024), count: 1, class_loss = 0.217018, iou_loss = 0.160251, total_loss = 0.377269 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.625106), count: 1, class_loss = 0.272606, iou_loss = 0.110638, total_loss = 0.383244 \n",
            " total_bbox = 125462, rewritten_bbox = 0.163396 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.649106), count: 3, class_loss = 0.580169, iou_loss = 0.302484, total_loss = 0.882652 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.494813), count: 2, class_loss = 0.424446, iou_loss = 0.490971, total_loss = 0.915417 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.021195, iou_loss = 0.000000, total_loss = 0.021195 \n",
            " total_bbox = 125467, rewritten_bbox = 0.163390 % \n",
            "\u001b]2;866/10000: loss=1.3 hours left=12.6\u0007\n",
            " 866: 1.291998, 1.296277 avg loss, 0.000562 rate, 3.459129 seconds, 55424 images, 12.613966 hours left\n",
            "Loaded: 0.000097 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.613248), count: 6, class_loss = 0.656146, iou_loss = 0.575287, total_loss = 1.231432 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.589669), count: 6, class_loss = 1.158397, iou_loss = 0.870999, total_loss = 2.029395 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.028378, iou_loss = 0.000000, total_loss = 0.028378 \n",
            " total_bbox = 125479, rewritten_bbox = 0.163374 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.542615), count: 10, class_loss = 2.824235, iou_loss = 1.766026, total_loss = 4.590261 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.676323), count: 3, class_loss = 0.815902, iou_loss = 0.276359, total_loss = 1.092261 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000156, iou_loss = 0.000000, total_loss = 0.000156 \n",
            " total_bbox = 125492, rewritten_bbox = 0.163357 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.622082), count: 5, class_loss = 1.036561, iou_loss = 0.695101, total_loss = 1.731662 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.607310), count: 1, class_loss = 0.219047, iou_loss = 0.117518, total_loss = 0.336565 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.011191, iou_loss = 0.000000, total_loss = 0.011191 \n",
            " total_bbox = 125498, rewritten_bbox = 0.163349 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658102), count: 3, class_loss = 0.451359, iou_loss = 0.258538, total_loss = 0.709897 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.531199), count: 3, class_loss = 0.877758, iou_loss = 0.685154, total_loss = 1.562912 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.597138), count: 1, class_loss = 0.127309, iou_loss = 0.121786, total_loss = 0.249095 \n",
            " total_bbox = 125505, rewritten_bbox = 0.163340 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.662034), count: 7, class_loss = 1.596473, iou_loss = 0.803833, total_loss = 2.400306 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.661118), count: 5, class_loss = 1.096010, iou_loss = 0.496713, total_loss = 1.592724 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.649207), count: 1, class_loss = 0.528913, iou_loss = 0.239000, total_loss = 0.767912 \n",
            " total_bbox = 125518, rewritten_bbox = 0.163323 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.629110), count: 5, class_loss = 1.329381, iou_loss = 0.786721, total_loss = 2.116102 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003844, iou_loss = 0.000000, total_loss = 0.003844 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.553371), count: 3, class_loss = 0.403227, iou_loss = 0.448683, total_loss = 0.851910 \n",
            " total_bbox = 125526, rewritten_bbox = 0.163313 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.745470), count: 2, class_loss = 0.492384, iou_loss = 0.103888, total_loss = 0.596273 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.361378), count: 1, class_loss = 0.240009, iou_loss = 0.377887, total_loss = 0.617897 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.398111), count: 4, class_loss = 1.040296, iou_loss = 0.534992, total_loss = 1.575288 \n",
            " total_bbox = 125533, rewritten_bbox = 0.163304 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.676726), count: 4, class_loss = 1.164097, iou_loss = 0.341663, total_loss = 1.505759 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.555024), count: 10, class_loss = 3.739413, iou_loss = 3.208732, total_loss = 6.948145 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.447809), count: 3, class_loss = 1.239483, iou_loss = 0.944640, total_loss = 2.184123 \n",
            " total_bbox = 125550, rewritten_bbox = 0.163282 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.645463), count: 8, class_loss = 2.014271, iou_loss = 1.059727, total_loss = 3.073998 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.436752), count: 2, class_loss = 0.611095, iou_loss = 0.557987, total_loss = 1.169082 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.410470), count: 2, class_loss = 0.361693, iou_loss = 0.846169, total_loss = 1.207862 \n",
            " total_bbox = 125562, rewritten_bbox = 0.163266 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.632675), count: 4, class_loss = 0.739517, iou_loss = 0.302146, total_loss = 1.041663 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.767017), count: 1, class_loss = 0.172138, iou_loss = 0.041825, total_loss = 0.213964 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000543, iou_loss = 0.000000, total_loss = 0.000543 \n",
            " total_bbox = 125567, rewritten_bbox = 0.163259 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.608376), count: 7, class_loss = 1.498274, iou_loss = 0.760344, total_loss = 2.258618 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.728832), count: 4, class_loss = 0.775118, iou_loss = 0.357968, total_loss = 1.133086 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000264, iou_loss = 0.000000, total_loss = 0.000264 \n",
            " total_bbox = 125578, rewritten_bbox = 0.163245 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.698094), count: 3, class_loss = 0.876592, iou_loss = 0.261821, total_loss = 1.138413 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001395, iou_loss = 0.000000, total_loss = 0.001395 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.413195), count: 1, class_loss = 0.208480, iou_loss = 0.437218, total_loss = 0.645698 \n",
            " total_bbox = 125582, rewritten_bbox = 0.163240 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.676749), count: 3, class_loss = 0.861787, iou_loss = 0.269669, total_loss = 1.131457 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.768170), count: 2, class_loss = 0.385871, iou_loss = 0.202214, total_loss = 0.588085 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.783655), count: 1, class_loss = 0.124023, iou_loss = 0.067909, total_loss = 0.191932 \n",
            " total_bbox = 125588, rewritten_bbox = 0.163232 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.566504), count: 10, class_loss = 2.044648, iou_loss = 1.539962, total_loss = 3.584610 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.509555), count: 5, class_loss = 1.316701, iou_loss = 3.600977, total_loss = 4.917678 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.277841), count: 1, class_loss = 0.425969, iou_loss = 0.426772, total_loss = 0.852742 \n",
            " total_bbox = 125604, rewritten_bbox = 0.163211 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.849229), count: 2, class_loss = 0.486003, iou_loss = 0.138050, total_loss = 0.624053 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.766744), count: 1, class_loss = 0.035529, iou_loss = 0.042589, total_loss = 0.078117 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.356211), count: 1, class_loss = 0.176161, iou_loss = 0.337167, total_loss = 0.513327 \n",
            " total_bbox = 125608, rewritten_bbox = 0.163206 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.594388), count: 5, class_loss = 0.812744, iou_loss = 0.830992, total_loss = 1.643737 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.632609), count: 5, class_loss = 1.222973, iou_loss = 1.055018, total_loss = 2.277990 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.523084), count: 2, class_loss = 0.467454, iou_loss = 0.445581, total_loss = 0.913035 \n",
            " total_bbox = 125620, rewritten_bbox = 0.163191 % \n",
            "\u001b]2;867/10000: loss=1.3 hours left=12.6\u0007\n",
            " 867: 1.331976, 1.299847 avg loss, 0.000565 rate, 3.373177 seconds, 55488 images, 12.575594 hours left\n",
            "Loaded: 0.000108 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.664761), count: 4, class_loss = 0.713761, iou_loss = 0.301034, total_loss = 1.014795 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.561602), count: 1, class_loss = 0.188540, iou_loss = 0.151787, total_loss = 0.340327 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000050, iou_loss = 0.000000, total_loss = 0.000050 \n",
            " total_bbox = 125625, rewritten_bbox = 0.163184 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.648916), count: 3, class_loss = 0.556322, iou_loss = 0.424345, total_loss = 0.980668 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.611106), count: 2, class_loss = 0.462227, iou_loss = 0.260382, total_loss = 0.722609 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.285107), count: 2, class_loss = 0.343546, iou_loss = 1.682226, total_loss = 2.025772 \n",
            " total_bbox = 125632, rewritten_bbox = 0.163175 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.697846), count: 1, class_loss = 0.177042, iou_loss = 0.022832, total_loss = 0.199875 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.618631), count: 1, class_loss = 0.394546, iou_loss = 0.135443, total_loss = 0.529990 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.449026), count: 2, class_loss = 0.150168, iou_loss = 0.384221, total_loss = 0.534389 \n",
            " total_bbox = 125636, rewritten_bbox = 0.163170 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.600258), count: 5, class_loss = 1.696624, iou_loss = 0.703421, total_loss = 2.400045 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.474130), count: 2, class_loss = 0.697012, iou_loss = 0.472514, total_loss = 1.169526 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000035, iou_loss = 0.000000, total_loss = 0.000035 \n",
            " total_bbox = 125643, rewritten_bbox = 0.163161 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.527683), count: 2, class_loss = 0.302120, iou_loss = 0.336562, total_loss = 0.638681 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.163217, iou_loss = 0.000000, total_loss = 0.163217 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.504168), count: 3, class_loss = 0.922325, iou_loss = 0.628081, total_loss = 1.550406 \n",
            " total_bbox = 125648, rewritten_bbox = 0.163154 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.709768), count: 4, class_loss = 0.822141, iou_loss = 0.317350, total_loss = 1.139492 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.693507), count: 3, class_loss = 0.802002, iou_loss = 0.413116, total_loss = 1.215117 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.631109), count: 3, class_loss = 0.166799, iou_loss = 0.323009, total_loss = 0.489808 \n",
            " total_bbox = 125658, rewritten_bbox = 0.163141 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.588312), count: 9, class_loss = 1.454270, iou_loss = 1.041060, total_loss = 2.495330 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.020784, iou_loss = 0.000000, total_loss = 0.020784 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000039, iou_loss = 0.000000, total_loss = 0.000039 \n",
            " total_bbox = 125667, rewritten_bbox = 0.163130 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.675873), count: 3, class_loss = 0.356669, iou_loss = 0.166516, total_loss = 0.523185 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.104156, iou_loss = 0.000000, total_loss = 0.104156 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.334524), count: 1, class_loss = 0.225196, iou_loss = 0.351730, total_loss = 0.576926 \n",
            " total_bbox = 125671, rewritten_bbox = 0.163124 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.649048), count: 7, class_loss = 1.460034, iou_loss = 0.669564, total_loss = 2.129597 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.824091), count: 1, class_loss = 0.331393, iou_loss = 0.047361, total_loss = 0.378753 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001167, iou_loss = 0.000000, total_loss = 0.001167 \n",
            " total_bbox = 125679, rewritten_bbox = 0.163114 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778272), count: 3, class_loss = 0.890901, iou_loss = 0.177336, total_loss = 1.068237 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.715634), count: 1, class_loss = 0.182728, iou_loss = 0.034158, total_loss = 0.216886 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.013121, iou_loss = 0.000000, total_loss = 0.013121 \n",
            " total_bbox = 125683, rewritten_bbox = 0.163109 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.642955), count: 2, class_loss = 0.171069, iou_loss = 0.156891, total_loss = 0.327960 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.013248, iou_loss = 0.000000, total_loss = 0.013248 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.529117), count: 4, class_loss = 0.548359, iou_loss = 0.639735, total_loss = 1.188093 \n",
            " total_bbox = 125689, rewritten_bbox = 0.163101 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.655324), count: 3, class_loss = 0.319195, iou_loss = 0.216312, total_loss = 0.535507 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.436922), count: 1, class_loss = 0.233927, iou_loss = 0.266976, total_loss = 0.500903 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.517294), count: 4, class_loss = 1.025884, iou_loss = 0.817900, total_loss = 1.843785 \n",
            " total_bbox = 125697, rewritten_bbox = 0.163091 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.570097), count: 7, class_loss = 1.334296, iou_loss = 0.974405, total_loss = 2.308701 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713122), count: 2, class_loss = 0.507295, iou_loss = 0.136941, total_loss = 0.644236 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.016039, iou_loss = 0.000000, total_loss = 0.016039 \n",
            " total_bbox = 125706, rewritten_bbox = 0.163079 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.719632), count: 1, class_loss = 0.318108, iou_loss = 0.142352, total_loss = 0.460460 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.469467), count: 7, class_loss = 2.573496, iou_loss = 2.882572, total_loss = 5.456068 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.585254), count: 1, class_loss = 0.047704, iou_loss = 0.138771, total_loss = 0.186475 \n",
            " total_bbox = 125715, rewritten_bbox = 0.163067 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.495238), count: 2, class_loss = 0.248459, iou_loss = 0.275361, total_loss = 0.523820 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002868, iou_loss = 0.000000, total_loss = 0.002868 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.473786), count: 2, class_loss = 0.257793, iou_loss = 0.424657, total_loss = 0.682451 \n",
            " total_bbox = 125719, rewritten_bbox = 0.163062 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.687994), count: 6, class_loss = 1.918163, iou_loss = 0.518847, total_loss = 2.437009 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.029755, iou_loss = 0.000000, total_loss = 0.029755 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.546265), count: 1, class_loss = 0.083612, iou_loss = 0.205142, total_loss = 0.288754 \n",
            " total_bbox = 125726, rewritten_bbox = 0.163053 % \n",
            "\u001b]2;868/10000: loss=0.8 hours left=12.5\u0007\n",
            " 868: 0.835190, 1.253381 avg loss, 0.000568 rate, 3.382065 seconds, 55552 images, 12.535417 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.650770), count: 8, class_loss = 2.084151, iou_loss = 0.951977, total_loss = 3.036128 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.475607), count: 8, class_loss = 2.132109, iou_loss = 2.258609, total_loss = 4.390718 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.056680, iou_loss = 0.000000, total_loss = 0.056680 \n",
            " total_bbox = 125742, rewritten_bbox = 0.163032 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.553207), count: 3, class_loss = 0.470352, iou_loss = 0.482389, total_loss = 0.952741 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.600551), count: 4, class_loss = 0.709539, iou_loss = 0.645349, total_loss = 1.354889 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.406700), count: 2, class_loss = 0.682203, iou_loss = 0.647941, total_loss = 1.330144 \n",
            " total_bbox = 125751, rewritten_bbox = 0.163816 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.567244), count: 5, class_loss = 1.227706, iou_loss = 0.468912, total_loss = 1.696617 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.467493), count: 5, class_loss = 1.636668, iou_loss = 1.311581, total_loss = 2.948248 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.401305), count: 7, class_loss = 2.885899, iou_loss = 2.929986, total_loss = 5.815885 \n",
            " total_bbox = 125768, rewritten_bbox = 0.163794 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.615612), count: 6, class_loss = 1.374038, iou_loss = 0.663313, total_loss = 2.037351 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004361, iou_loss = 0.000000, total_loss = 0.004361 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001902, iou_loss = 0.000000, total_loss = 0.001902 \n",
            " total_bbox = 125774, rewritten_bbox = 0.163786 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.704013), count: 4, class_loss = 0.623271, iou_loss = 0.248830, total_loss = 0.872101 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.658819), count: 8, class_loss = 1.893276, iou_loss = 1.205904, total_loss = 3.099180 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.652398), count: 1, class_loss = 0.454084, iou_loss = 0.099890, total_loss = 0.553974 \n",
            " total_bbox = 125787, rewritten_bbox = 0.163769 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.616531), count: 7, class_loss = 1.281845, iou_loss = 0.750561, total_loss = 2.032407 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.616807), count: 5, class_loss = 1.389406, iou_loss = 0.846315, total_loss = 2.235721 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.384002), count: 1, class_loss = 0.048760, iou_loss = 0.449175, total_loss = 0.497935 \n",
            " total_bbox = 125800, rewritten_bbox = 0.163752 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.523332), count: 1, class_loss = 0.141939, iou_loss = 0.071550, total_loss = 0.213489 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000948, iou_loss = 0.000000, total_loss = 0.000948 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.482721), count: 6, class_loss = 1.262879, iou_loss = 1.445951, total_loss = 2.708829 \n",
            " total_bbox = 125807, rewritten_bbox = 0.163743 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.761813), count: 3, class_loss = 0.304710, iou_loss = 0.180719, total_loss = 0.485429 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.749944), count: 1, class_loss = 0.057908, iou_loss = 0.071516, total_loss = 0.129424 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.716165), count: 1, class_loss = 0.148427, iou_loss = 0.074195, total_loss = 0.222622 \n",
            " total_bbox = 125812, rewritten_bbox = 0.163736 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.615799), count: 10, class_loss = 2.112960, iou_loss = 1.285351, total_loss = 3.398311 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.578789), count: 10, class_loss = 2.782455, iou_loss = 1.641553, total_loss = 4.424008 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.500333), count: 2, class_loss = 0.828494, iou_loss = 0.453295, total_loss = 1.281789 \n",
            " total_bbox = 125834, rewritten_bbox = 0.163708 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.666068), count: 3, class_loss = 0.359921, iou_loss = 0.211218, total_loss = 0.571139 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.713823), count: 1, class_loss = 0.037133, iou_loss = 0.068098, total_loss = 0.105231 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001430, iou_loss = 0.000000, total_loss = 0.001430 \n",
            " total_bbox = 125838, rewritten_bbox = 0.163703 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.597993), count: 7, class_loss = 1.545370, iou_loss = 1.154845, total_loss = 2.700216 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.716216), count: 3, class_loss = 1.189007, iou_loss = 0.308596, total_loss = 1.497603 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.506483), count: 5, class_loss = 1.589960, iou_loss = 1.320928, total_loss = 2.910887 \n",
            " total_bbox = 125853, rewritten_bbox = 0.163683 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.603878), count: 1, class_loss = 0.133903, iou_loss = 0.049406, total_loss = 0.183309 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.587429), count: 1, class_loss = 0.196381, iou_loss = 0.137028, total_loss = 0.333409 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.140261), count: 2, class_loss = 0.467946, iou_loss = 0.485545, total_loss = 0.953491 \n",
            " total_bbox = 125857, rewritten_bbox = 0.163678 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.643731), count: 4, class_loss = 0.656407, iou_loss = 0.465775, total_loss = 1.122182 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.537715), count: 2, class_loss = 0.405172, iou_loss = 0.283685, total_loss = 0.688857 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000751, iou_loss = 0.000000, total_loss = 0.000751 \n",
            " total_bbox = 125863, rewritten_bbox = 0.163670 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.665435), count: 4, class_loss = 0.757420, iou_loss = 0.338104, total_loss = 1.095524 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.659801), count: 4, class_loss = 1.400777, iou_loss = 0.433040, total_loss = 1.833817 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.516484), count: 2, class_loss = 0.481861, iou_loss = 0.461043, total_loss = 0.942904 \n",
            " total_bbox = 125873, rewritten_bbox = 0.163657 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684097), count: 6, class_loss = 1.256696, iou_loss = 0.637679, total_loss = 1.894375 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.097616, iou_loss = 0.000000, total_loss = 0.097616 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000179, iou_loss = 0.000000, total_loss = 0.000179 \n",
            " total_bbox = 125879, rewritten_bbox = 0.163649 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.682644), count: 4, class_loss = 0.624959, iou_loss = 0.357832, total_loss = 0.982791 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.481302), count: 2, class_loss = 0.542159, iou_loss = 0.667711, total_loss = 1.209870 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.584124), count: 2, class_loss = 0.166526, iou_loss = 0.199314, total_loss = 0.365839 \n",
            " total_bbox = 125887, rewritten_bbox = 0.163639 % \n",
            "\u001b]2;869/10000: loss=1.4 hours left=12.5\u0007\n",
            " 869: 1.359859, 1.264029 avg loss, 0.000570 rate, 3.394162 seconds, 55616 images, 12.495858 hours left\n",
            "Loaded: 0.000069 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.615376), count: 8, class_loss = 1.823019, iou_loss = 0.850365, total_loss = 2.673384 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.627931), count: 5, class_loss = 1.110466, iou_loss = 0.774680, total_loss = 1.885147 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000320, iou_loss = 0.000000, total_loss = 0.000320 \n",
            " total_bbox = 125900, rewritten_bbox = 0.163622 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.795067), count: 5, class_loss = 1.257784, iou_loss = 0.301085, total_loss = 1.558869 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.569948), count: 6, class_loss = 1.778248, iou_loss = 1.419273, total_loss = 3.197520 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.457709), count: 2, class_loss = 0.243327, iou_loss = 1.261346, total_loss = 1.504673 \n",
            " total_bbox = 125913, rewritten_bbox = 0.163605 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731627), count: 4, class_loss = 0.779750, iou_loss = 0.152631, total_loss = 0.932380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.491831), count: 1, class_loss = 0.012865, iou_loss = 0.221031, total_loss = 0.233896 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.425377), count: 1, class_loss = 0.236665, iou_loss = 0.326035, total_loss = 0.562700 \n",
            " total_bbox = 125919, rewritten_bbox = 0.163597 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.642667), count: 2, class_loss = 0.427402, iou_loss = 0.287577, total_loss = 0.714979 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.621371), count: 1, class_loss = 0.045768, iou_loss = 0.142728, total_loss = 0.188496 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.508064), count: 3, class_loss = 0.756537, iou_loss = 0.552202, total_loss = 1.308738 \n",
            " total_bbox = 125925, rewritten_bbox = 0.163589 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658811), count: 8, class_loss = 1.949925, iou_loss = 0.918981, total_loss = 2.868906 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.581029), count: 8, class_loss = 2.515820, iou_loss = 1.526961, total_loss = 4.042781 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.328645), count: 1, class_loss = 0.569655, iou_loss = 0.538418, total_loss = 1.108073 \n",
            " total_bbox = 125942, rewritten_bbox = 0.163567 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.707043), count: 3, class_loss = 1.174001, iou_loss = 0.174511, total_loss = 1.348512 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.606509), count: 5, class_loss = 1.511320, iou_loss = 0.782937, total_loss = 2.294257 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.616469), count: 4, class_loss = 1.629959, iou_loss = 0.380510, total_loss = 2.010470 \n",
            " total_bbox = 125954, rewritten_bbox = 0.163552 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.640668), count: 6, class_loss = 0.997570, iou_loss = 0.611517, total_loss = 1.609087 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.579119), count: 5, class_loss = 1.687521, iou_loss = 1.094780, total_loss = 2.782301 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.660806), count: 3, class_loss = 1.127207, iou_loss = 0.381079, total_loss = 1.508286 \n",
            " total_bbox = 125968, rewritten_bbox = 0.163534 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731248), count: 2, class_loss = 0.539036, iou_loss = 0.103132, total_loss = 0.642168 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.529502), count: 1, class_loss = 0.213106, iou_loss = 0.131270, total_loss = 0.344375 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.294289), count: 4, class_loss = 1.004405, iou_loss = 1.328343, total_loss = 2.332748 \n",
            " total_bbox = 125975, rewritten_bbox = 0.163525 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.719983), count: 4, class_loss = 0.907357, iou_loss = 0.235365, total_loss = 1.142722 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.520199), count: 1, class_loss = 0.097315, iou_loss = 0.203834, total_loss = 0.301149 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000040, iou_loss = 0.000000, total_loss = 0.000040 \n",
            " total_bbox = 125980, rewritten_bbox = 0.163518 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.592834), count: 3, class_loss = 0.399123, iou_loss = 0.257733, total_loss = 0.656856 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.548787), count: 6, class_loss = 2.242289, iou_loss = 1.153180, total_loss = 3.395469 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005535, iou_loss = 0.000000, total_loss = 0.005535 \n",
            " total_bbox = 125989, rewritten_bbox = 0.163506 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.678741), count: 6, class_loss = 1.319859, iou_loss = 0.730739, total_loss = 2.050598 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.680957), count: 1, class_loss = 0.525200, iou_loss = 0.078907, total_loss = 0.604107 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003154, iou_loss = 0.000000, total_loss = 0.003154 \n",
            " total_bbox = 125996, rewritten_bbox = 0.163497 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.616101), count: 3, class_loss = 0.354040, iou_loss = 0.430998, total_loss = 0.785038 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.091964, iou_loss = 0.000000, total_loss = 0.091964 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.494516), count: 2, class_loss = 0.290267, iou_loss = 0.348266, total_loss = 0.638533 \n",
            " total_bbox = 126001, rewritten_bbox = 0.163491 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.601450), count: 5, class_loss = 1.339400, iou_loss = 0.537836, total_loss = 1.877236 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.011276, iou_loss = 0.000000, total_loss = 0.011276 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000283, iou_loss = 0.000000, total_loss = 0.000283 \n",
            " total_bbox = 126006, rewritten_bbox = 0.163484 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.640844), count: 4, class_loss = 0.755905, iou_loss = 0.244327, total_loss = 1.000232 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.612593), count: 5, class_loss = 1.094213, iou_loss = 0.890986, total_loss = 1.985199 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.117513, iou_loss = 0.000000, total_loss = 0.117513 \n",
            " total_bbox = 126015, rewritten_bbox = 0.163473 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.600818), count: 7, class_loss = 1.258932, iou_loss = 0.938396, total_loss = 2.197327 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.622790), count: 5, class_loss = 1.285914, iou_loss = 0.669174, total_loss = 1.955088 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.270364, iou_loss = 1.034225, total_loss = 1.304590 \n",
            " total_bbox = 126028, rewritten_bbox = 0.163456 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.660936), count: 5, class_loss = 0.547577, iou_loss = 0.509783, total_loss = 1.057360 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.021198, iou_loss = 0.000000, total_loss = 0.021198 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001344, iou_loss = 0.000000, total_loss = 0.001344 \n",
            " total_bbox = 126033, rewritten_bbox = 0.163449 % \n",
            "\u001b]2;870/10000: loss=1.2 hours left=12.5\u0007\n",
            " 870: 1.226185, 1.260244 avg loss, 0.000573 rate, 3.420873 seconds, 55680 images, 12.456991 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 384 x 384 \n",
            " try to allocate additional workspace_size = 142.61 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000055 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.564147), count: 1, class_loss = 0.044635, iou_loss = 0.134223, total_loss = 0.178859 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.044310, iou_loss = 0.000000, total_loss = 0.044310 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.318830), count: 4, class_loss = 1.039102, iou_loss = 1.741211, total_loss = 2.780313 \n",
            " total_bbox = 126038, rewritten_bbox = 0.163443 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.618629), count: 4, class_loss = 0.798651, iou_loss = 0.573158, total_loss = 1.371809 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.647845), count: 12, class_loss = 3.621163, iou_loss = 1.662806, total_loss = 5.283969 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.412882), count: 3, class_loss = 1.452590, iou_loss = 2.498115, total_loss = 3.950705 \n",
            " total_bbox = 126057, rewritten_bbox = 0.163418 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.685315), count: 7, class_loss = 1.267206, iou_loss = 0.517673, total_loss = 1.784878 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.575968), count: 3, class_loss = 0.661810, iou_loss = 0.621984, total_loss = 1.283793 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.014196, iou_loss = 0.000000, total_loss = 0.014196 \n",
            " total_bbox = 126067, rewritten_bbox = 0.163405 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.546923), count: 7, class_loss = 1.900378, iou_loss = 1.521436, total_loss = 3.421813 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008974, iou_loss = 0.000000, total_loss = 0.008974 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.015734, iou_loss = 0.000000, total_loss = 0.015734 \n",
            " total_bbox = 126074, rewritten_bbox = 0.164189 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.640190), count: 3, class_loss = 0.700362, iou_loss = 0.214275, total_loss = 0.914637 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.430009), count: 1, class_loss = 0.275689, iou_loss = 0.299246, total_loss = 0.574935 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.561861), count: 1, class_loss = 0.240064, iou_loss = 0.141177, total_loss = 0.381241 \n",
            " total_bbox = 126079, rewritten_bbox = 0.164183 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.536834), count: 7, class_loss = 2.006371, iou_loss = 1.327844, total_loss = 3.334216 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.643409), count: 15, class_loss = 3.864594, iou_loss = 2.251215, total_loss = 6.115808 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.464492), count: 1, class_loss = 0.409256, iou_loss = 0.367551, total_loss = 0.776807 \n",
            " total_bbox = 126102, rewritten_bbox = 0.164153 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.539871), count: 4, class_loss = 0.915246, iou_loss = 0.618130, total_loss = 1.533376 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.567327), count: 14, class_loss = 4.924377, iou_loss = 2.781355, total_loss = 7.705733 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.527324), count: 6, class_loss = 2.631928, iou_loss = 1.417094, total_loss = 4.049022 \n",
            " total_bbox = 126126, rewritten_bbox = 0.164122 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.627902), count: 2, class_loss = 0.234208, iou_loss = 0.256066, total_loss = 0.490274 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000181, iou_loss = 0.000000, total_loss = 0.000181 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.372773), count: 2, class_loss = 0.307244, iou_loss = 1.218506, total_loss = 1.525750 \n",
            " total_bbox = 126130, rewritten_bbox = 0.164116 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.729145), count: 4, class_loss = 1.182210, iou_loss = 0.415507, total_loss = 1.597717 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.656796), count: 6, class_loss = 1.961058, iou_loss = 0.692881, total_loss = 2.653939 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.520584), count: 5, class_loss = 1.691378, iou_loss = 1.210130, total_loss = 2.901508 \n",
            " total_bbox = 126145, rewritten_bbox = 0.164097 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.589269), count: 6, class_loss = 1.359148, iou_loss = 0.796892, total_loss = 2.156039 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.802776), count: 1, class_loss = 0.196555, iou_loss = 0.088630, total_loss = 0.285185 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.486354), count: 1, class_loss = 0.505861, iou_loss = 0.146707, total_loss = 0.652568 \n",
            " total_bbox = 126153, rewritten_bbox = 0.164086 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.775309), count: 2, class_loss = 0.390433, iou_loss = 0.118107, total_loss = 0.508540 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.336296), count: 1, class_loss = 0.016753, iou_loss = 0.457201, total_loss = 0.473955 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.378326), count: 2, class_loss = 0.373183, iou_loss = 0.276360, total_loss = 0.649543 \n",
            " total_bbox = 126158, rewritten_bbox = 0.164080 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.719218), count: 4, class_loss = 0.729818, iou_loss = 0.364006, total_loss = 1.093824 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.005544, iou_loss = 0.000000, total_loss = 0.005544 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.062011), count: 1, class_loss = 0.248992, iou_loss = 0.202255, total_loss = 0.451247 \n",
            " total_bbox = 126163, rewritten_bbox = 0.164073 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.586433), count: 3, class_loss = 0.715052, iou_loss = 0.319183, total_loss = 1.034235 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.529509), count: 2, class_loss = 0.837420, iou_loss = 0.339223, total_loss = 1.176643 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.444053), count: 1, class_loss = 0.370492, iou_loss = 0.304001, total_loss = 0.674493 \n",
            " total_bbox = 126169, rewritten_bbox = 0.164066 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.649383), count: 3, class_loss = 0.907920, iou_loss = 0.374570, total_loss = 1.282489 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.012721, iou_loss = 0.000000, total_loss = 0.012721 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001654, iou_loss = 0.000000, total_loss = 0.001654 \n",
            " total_bbox = 126172, rewritten_bbox = 0.164062 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.712745), count: 3, class_loss = 0.634501, iou_loss = 0.172368, total_loss = 0.806869 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.750130), count: 2, class_loss = 0.590001, iou_loss = 0.152832, total_loss = 0.742833 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.652184), count: 3, class_loss = 0.655476, iou_loss = 0.156887, total_loss = 0.812363 \n",
            " total_bbox = 126180, rewritten_bbox = 0.164051 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.778552), count: 4, class_loss = 0.409490, iou_loss = 0.310271, total_loss = 0.719761 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.887813), count: 1, class_loss = 0.688200, iou_loss = 0.019380, total_loss = 0.707580 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.480593), count: 1, class_loss = 0.230788, iou_loss = 0.117117, total_loss = 0.347905 \n",
            " total_bbox = 126186, rewritten_bbox = 0.164044 % \n",
            "\u001b]2;871/10000: loss=1.4 hours left=12.4\u0007\n",
            " 871: 1.443552, 1.278575 avg loss, 0.000576 rate, 3.321867 seconds, 55744 images, 12.419180 hours left\n",
            "Loaded: 0.000084 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.480562), count: 1, class_loss = 0.145571, iou_loss = 0.127407, total_loss = 0.272978 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.041338, iou_loss = 0.000000, total_loss = 0.041338 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.783357), count: 4, class_loss = 0.577275, iou_loss = 0.112541, total_loss = 0.689816 \n",
            " total_bbox = 126191, rewritten_bbox = 0.164037 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.560063), count: 3, class_loss = 0.579312, iou_loss = 0.355360, total_loss = 0.934672 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.009633, iou_loss = 0.000000, total_loss = 0.009633 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001862, iou_loss = 0.000000, total_loss = 0.001862 \n",
            " total_bbox = 126194, rewritten_bbox = 0.164033 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.647022), count: 3, class_loss = 0.557833, iou_loss = 0.346377, total_loss = 0.904211 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.008370, iou_loss = 0.000000, total_loss = 0.008370 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002903, iou_loss = 0.000000, total_loss = 0.002903 \n",
            " total_bbox = 126197, rewritten_bbox = 0.164029 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.493262), count: 5, class_loss = 1.189508, iou_loss = 0.904933, total_loss = 2.094441 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.527138), count: 2, class_loss = 0.698880, iou_loss = 0.623224, total_loss = 1.322105 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000794, iou_loss = 0.000000, total_loss = 0.000794 \n",
            " total_bbox = 126204, rewritten_bbox = 0.164020 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.564857), count: 4, class_loss = 0.657732, iou_loss = 0.586776, total_loss = 1.244508 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.549411), count: 3, class_loss = 0.906008, iou_loss = 0.991268, total_loss = 1.897277 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.557466), count: 1, class_loss = 0.380959, iou_loss = 0.295922, total_loss = 0.676881 \n",
            " total_bbox = 126212, rewritten_bbox = 0.164010 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.557030), count: 2, class_loss = 0.547183, iou_loss = 0.265098, total_loss = 0.812281 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.688964), count: 5, class_loss = 1.490883, iou_loss = 0.662797, total_loss = 2.153680 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006329, iou_loss = 0.000000, total_loss = 0.006329 \n",
            " total_bbox = 126219, rewritten_bbox = 0.164001 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.669483), count: 5, class_loss = 0.774069, iou_loss = 0.516702, total_loss = 1.290771 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.601570), count: 2, class_loss = 0.526152, iou_loss = 0.427328, total_loss = 0.953480 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.863311), count: 1, class_loss = 0.509409, iou_loss = 0.057679, total_loss = 0.567088 \n",
            " total_bbox = 126227, rewritten_bbox = 0.163990 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.550913), count: 2, class_loss = 0.672553, iou_loss = 0.264110, total_loss = 0.936664 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.528467), count: 1, class_loss = 0.135825, iou_loss = 0.197661, total_loss = 0.333486 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.006097, iou_loss = 0.000000, total_loss = 0.006097 \n",
            " total_bbox = 126230, rewritten_bbox = 0.163986 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.547695), count: 9, class_loss = 3.229687, iou_loss = 2.495129, total_loss = 5.724817 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.433468), count: 2, class_loss = 0.635119, iou_loss = 0.836662, total_loss = 1.471782 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000213, iou_loss = 0.000000, total_loss = 0.000213 \n",
            " total_bbox = 126241, rewritten_bbox = 0.163972 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.562816), count: 3, class_loss = 0.376322, iou_loss = 0.435092, total_loss = 0.811414 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000352, iou_loss = 0.000000, total_loss = 0.000352 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.430234), count: 1, class_loss = 0.090166, iou_loss = 0.087124, total_loss = 0.177291 \n",
            " total_bbox = 126245, rewritten_bbox = 0.163967 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.705087), count: 4, class_loss = 0.769158, iou_loss = 0.278798, total_loss = 1.047956 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.594695), count: 1, class_loss = 0.333862, iou_loss = 0.114737, total_loss = 0.448599 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.667890), count: 2, class_loss = 0.314845, iou_loss = 0.138934, total_loss = 0.453779 \n",
            " total_bbox = 126252, rewritten_bbox = 0.163958 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.750951), count: 3, class_loss = 0.386415, iou_loss = 0.158518, total_loss = 0.544933 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.610616), count: 11, class_loss = 2.906704, iou_loss = 2.029426, total_loss = 4.936130 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.005970, iou_loss = 0.000000, total_loss = 0.005970 \n",
            " total_bbox = 126266, rewritten_bbox = 0.163940 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.676658), count: 5, class_loss = 0.753137, iou_loss = 0.517180, total_loss = 1.270317 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.624297), count: 3, class_loss = 0.861449, iou_loss = 0.707945, total_loss = 1.569394 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.642248), count: 3, class_loss = 0.825565, iou_loss = 0.278219, total_loss = 1.103783 \n",
            " total_bbox = 126277, rewritten_bbox = 0.163925 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.482096), count: 4, class_loss = 0.733539, iou_loss = 0.644672, total_loss = 1.378211 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.500260), count: 3, class_loss = 0.686626, iou_loss = 0.770849, total_loss = 1.457475 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.502047), count: 1, class_loss = 0.414920, iou_loss = 0.277551, total_loss = 0.692471 \n",
            " total_bbox = 126285, rewritten_bbox = 0.163915 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.601502), count: 4, class_loss = 0.592287, iou_loss = 0.595437, total_loss = 1.187724 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.006349, iou_loss = 0.000000, total_loss = 0.006349 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.654186), count: 3, class_loss = 0.729631, iou_loss = 0.282341, total_loss = 1.011972 \n",
            " total_bbox = 126292, rewritten_bbox = 0.163906 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.635739), count: 4, class_loss = 0.835551, iou_loss = 0.479221, total_loss = 1.314773 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003555, iou_loss = 0.000000, total_loss = 0.003555 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000250, iou_loss = 0.000000, total_loss = 0.000250 \n",
            " total_bbox = 126296, rewritten_bbox = 0.163901 % \n",
            "\u001b]2;872/10000: loss=0.9 hours left=12.4\u0007\n",
            " 872: 0.912108, 1.241928 avg loss, 0.000578 rate, 3.382792 seconds, 55808 images, 12.379227 hours left\n",
            "Loaded: 0.000063 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.627840), count: 5, class_loss = 1.216052, iou_loss = 0.580739, total_loss = 1.796791 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.823885), count: 1, class_loss = 0.161037, iou_loss = 0.029424, total_loss = 0.190461 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.494300), count: 1, class_loss = 0.046980, iou_loss = 0.239857, total_loss = 0.286837 \n",
            " total_bbox = 126303, rewritten_bbox = 0.163892 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.756104), count: 5, class_loss = 1.072248, iou_loss = 0.378563, total_loss = 1.450811 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.602681), count: 1, class_loss = 0.120266, iou_loss = 0.111081, total_loss = 0.231347 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.522230), count: 1, class_loss = 0.252112, iou_loss = 0.160163, total_loss = 0.412275 \n",
            " total_bbox = 126310, rewritten_bbox = 0.163883 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.628568), count: 6, class_loss = 1.643926, iou_loss = 0.989341, total_loss = 2.633267 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.893690), count: 1, class_loss = 0.081977, iou_loss = 0.005004, total_loss = 0.086980 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001596, iou_loss = 0.000000, total_loss = 0.001596 \n",
            " total_bbox = 126317, rewritten_bbox = 0.163873 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.725094), count: 5, class_loss = 0.814940, iou_loss = 0.493568, total_loss = 1.308509 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.542927), count: 11, class_loss = 3.612378, iou_loss = 2.601991, total_loss = 6.214369 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.725097), count: 1, class_loss = 0.478439, iou_loss = 0.152657, total_loss = 0.631096 \n",
            " total_bbox = 126334, rewritten_bbox = 0.163851 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.663718), count: 4, class_loss = 0.650828, iou_loss = 0.472816, total_loss = 1.123644 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.636224), count: 1, class_loss = 0.191806, iou_loss = 0.184794, total_loss = 0.376600 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.298546), count: 1, class_loss = 0.383006, iou_loss = 0.542199, total_loss = 0.925206 \n",
            " total_bbox = 126340, rewritten_bbox = 0.163844 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.428536), count: 3, class_loss = 1.449247, iou_loss = 1.182813, total_loss = 2.632059 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.590236), count: 7, class_loss = 2.830508, iou_loss = 1.222493, total_loss = 4.053000 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.214976), count: 3, class_loss = 0.750631, iou_loss = 1.749613, total_loss = 2.500243 \n",
            " total_bbox = 126353, rewritten_bbox = 0.163827 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.582157), count: 6, class_loss = 1.359548, iou_loss = 0.724306, total_loss = 2.083854 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.034709, iou_loss = 0.000000, total_loss = 0.034709 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.393144), count: 1, class_loss = 0.424661, iou_loss = 0.478792, total_loss = 0.903453 \n",
            " total_bbox = 126360, rewritten_bbox = 0.163818 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.012702, iou_loss = 0.000000, total_loss = 0.012702 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.900477), count: 1, class_loss = 0.037164, iou_loss = 0.009204, total_loss = 0.046368 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.602074), count: 3, class_loss = 0.761013, iou_loss = 0.537237, total_loss = 1.298250 \n",
            " total_bbox = 126364, rewritten_bbox = 0.163812 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.556986), count: 5, class_loss = 1.339538, iou_loss = 0.921054, total_loss = 2.260592 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.044123, iou_loss = 0.000000, total_loss = 0.044123 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.565746), count: 1, class_loss = 0.187044, iou_loss = 0.181338, total_loss = 0.368381 \n",
            " total_bbox = 126370, rewritten_bbox = 0.163805 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.506710), count: 2, class_loss = 0.541908, iou_loss = 0.216198, total_loss = 0.758105 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.593085), count: 18, class_loss = 4.655146, iou_loss = 3.841912, total_loss = 8.497058 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.494951), count: 6, class_loss = 2.657703, iou_loss = 1.525632, total_loss = 4.183336 \n",
            " total_bbox = 126396, rewritten_bbox = 0.163771 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.681836), count: 5, class_loss = 1.107215, iou_loss = 0.705547, total_loss = 1.812762 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.583294), count: 4, class_loss = 1.877615, iou_loss = 0.976401, total_loss = 2.854016 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001874, iou_loss = 0.000000, total_loss = 0.001874 \n",
            " total_bbox = 126405, rewritten_bbox = 0.163759 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.706254), count: 5, class_loss = 0.986427, iou_loss = 0.508142, total_loss = 1.494569 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.349736), count: 1, class_loss = 0.460549, iou_loss = 0.555209, total_loss = 1.015758 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.273305), count: 1, class_loss = 0.436457, iou_loss = 0.549888, total_loss = 0.986345 \n",
            " total_bbox = 126412, rewritten_bbox = 0.163750 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.592218), count: 4, class_loss = 0.900763, iou_loss = 0.763729, total_loss = 1.664492 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.530548), count: 12, class_loss = 4.865246, iou_loss = 3.066012, total_loss = 7.931258 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513133), count: 3, class_loss = 1.397589, iou_loss = 0.748968, total_loss = 2.146557 \n",
            " total_bbox = 126431, rewritten_bbox = 0.163726 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.639067), count: 5, class_loss = 0.991283, iou_loss = 0.752411, total_loss = 1.743694 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.703513), count: 3, class_loss = 0.830992, iou_loss = 0.289301, total_loss = 1.120293 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.402731), count: 3, class_loss = 0.814912, iou_loss = 1.777555, total_loss = 2.592467 \n",
            " total_bbox = 126442, rewritten_bbox = 0.163711 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.643643), count: 2, class_loss = 0.608672, iou_loss = 0.156446, total_loss = 0.765118 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.622076), count: 3, class_loss = 0.768210, iou_loss = 0.455704, total_loss = 1.223915 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.383772), count: 3, class_loss = 0.809107, iou_loss = 3.197652, total_loss = 4.006759 \n",
            " total_bbox = 126450, rewritten_bbox = 0.163701 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.638582), count: 4, class_loss = 0.632297, iou_loss = 0.492224, total_loss = 1.124521 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.566811), count: 1, class_loss = 0.446210, iou_loss = 0.164287, total_loss = 0.610498 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.577312), count: 1, class_loss = 0.061340, iou_loss = 0.149834, total_loss = 0.211174 \n",
            " total_bbox = 126456, rewritten_bbox = 0.163693 % \n",
            "\u001b]2;873/10000: loss=1.7 hours left=12.3\u0007\n",
            " 873: 1.680252, 1.285761 avg loss, 0.000581 rate, 3.454317 seconds, 55872 images, 12.341211 hours left\n",
            "Loaded: 0.000070 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.615939), count: 4, class_loss = 1.401925, iou_loss = 0.381958, total_loss = 1.783883 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.014231, iou_loss = 0.000000, total_loss = 0.014231 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.598110), count: 1, class_loss = 0.085193, iou_loss = 0.134444, total_loss = 0.219637 \n",
            " total_bbox = 126461, rewritten_bbox = 0.163687 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.674654), count: 2, class_loss = 0.286243, iou_loss = 0.204111, total_loss = 0.490354 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.551617), count: 10, class_loss = 1.969908, iou_loss = 2.275006, total_loss = 4.244914 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.591877), count: 3, class_loss = 0.575010, iou_loss = 0.388851, total_loss = 0.963861 \n",
            " total_bbox = 126476, rewritten_bbox = 0.163667 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.764105), count: 2, class_loss = 0.567600, iou_loss = 0.068129, total_loss = 0.635729 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.493813), count: 1, class_loss = 0.009147, iou_loss = 0.191358, total_loss = 0.200505 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.208307), count: 1, class_loss = 0.230589, iou_loss = 1.136739, total_loss = 1.367327 \n",
            " total_bbox = 126480, rewritten_bbox = 0.163662 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.641723), count: 2, class_loss = 0.320876, iou_loss = 0.109418, total_loss = 0.430294 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.596890), count: 2, class_loss = 0.262796, iou_loss = 0.335862, total_loss = 0.598658 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.559868), count: 1, class_loss = 0.169233, iou_loss = 0.159507, total_loss = 0.328740 \n",
            " total_bbox = 126485, rewritten_bbox = 0.163656 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.523716), count: 6, class_loss = 1.584656, iou_loss = 1.274450, total_loss = 2.859106 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.570555), count: 1, class_loss = 0.262826, iou_loss = 0.256778, total_loss = 0.519604 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001157, iou_loss = 0.000000, total_loss = 0.001157 \n",
            " total_bbox = 126492, rewritten_bbox = 0.163647 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.545008), count: 4, class_loss = 0.904933, iou_loss = 0.742255, total_loss = 1.647188 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.615564), count: 2, class_loss = 0.778861, iou_loss = 0.362777, total_loss = 1.141638 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.633394), count: 1, class_loss = 0.316507, iou_loss = 0.068075, total_loss = 0.384582 \n",
            " total_bbox = 126499, rewritten_bbox = 0.163638 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.643132), count: 3, class_loss = 0.370066, iou_loss = 0.374787, total_loss = 0.744853 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.649450), count: 2, class_loss = 0.534734, iou_loss = 0.174226, total_loss = 0.708960 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.571762), count: 1, class_loss = 0.304251, iou_loss = 0.196854, total_loss = 0.501105 \n",
            " total_bbox = 126505, rewritten_bbox = 0.163630 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.442243), count: 10, class_loss = 2.603201, iou_loss = 4.350830, total_loss = 6.954031 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002484, iou_loss = 0.000000, total_loss = 0.002484 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000344, iou_loss = 0.000000, total_loss = 0.000344 \n",
            " total_bbox = 126515, rewritten_bbox = 0.163617 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.624580), count: 8, class_loss = 2.411199, iou_loss = 1.034704, total_loss = 3.445903 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.747763), count: 4, class_loss = 1.164497, iou_loss = 0.302389, total_loss = 1.466886 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001735, iou_loss = 0.000000, total_loss = 0.001735 \n",
            " total_bbox = 126527, rewritten_bbox = 0.163601 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.704592), count: 5, class_loss = 1.377962, iou_loss = 0.531568, total_loss = 1.909530 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.571201), count: 4, class_loss = 1.427960, iou_loss = 1.043896, total_loss = 2.471857 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002958, iou_loss = 0.000000, total_loss = 0.002958 \n",
            " total_bbox = 126536, rewritten_bbox = 0.163590 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.573236), count: 5, class_loss = 2.076114, iou_loss = 1.393753, total_loss = 3.469867 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.617595), count: 14, class_loss = 4.505058, iou_loss = 2.723446, total_loss = 7.228504 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.009393, iou_loss = 0.000000, total_loss = 0.009393 \n",
            " total_bbox = 126555, rewritten_bbox = 0.163565 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.757214), count: 3, class_loss = 0.438378, iou_loss = 0.128278, total_loss = 0.566656 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.628231), count: 3, class_loss = 0.699200, iou_loss = 0.447115, total_loss = 1.146315 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.030368, iou_loss = 0.000000, total_loss = 0.030368 \n",
            " total_bbox = 126561, rewritten_bbox = 0.163557 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.613386), count: 2, class_loss = 0.421250, iou_loss = 0.229592, total_loss = 0.650842 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.542996), count: 1, class_loss = 0.333611, iou_loss = 0.195909, total_loss = 0.529519 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.343057), count: 3, class_loss = 0.517618, iou_loss = 1.572561, total_loss = 2.090179 \n",
            " total_bbox = 126567, rewritten_bbox = 0.163550 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.556087), count: 4, class_loss = 0.788879, iou_loss = 0.540357, total_loss = 1.329237 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.569878), count: 2, class_loss = 0.506416, iou_loss = 0.445444, total_loss = 0.951860 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000064, iou_loss = 0.000000, total_loss = 0.000064 \n",
            " total_bbox = 126573, rewritten_bbox = 0.163542 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.608549), count: 3, class_loss = 0.323835, iou_loss = 0.261879, total_loss = 0.585714 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.760695), count: 2, class_loss = 0.123765, iou_loss = 0.076004, total_loss = 0.199769 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.004480, iou_loss = 0.000000, total_loss = 0.004480 \n",
            " total_bbox = 126578, rewritten_bbox = 0.163536 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.629537), count: 5, class_loss = 0.921831, iou_loss = 0.537602, total_loss = 1.459433 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.805345), count: 1, class_loss = 0.367480, iou_loss = 0.040310, total_loss = 0.407790 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.371194), count: 2, class_loss = 0.509225, iou_loss = 0.752612, total_loss = 1.261837 \n",
            " total_bbox = 126586, rewritten_bbox = 0.163525 % \n",
            "\u001b]2;874/10000: loss=1.2 hours left=12.3\u0007\n",
            " 874: 1.207581, 1.277943 avg loss, 0.000584 rate, 3.359495 seconds, 55936 images, 12.305377 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.684891), count: 3, class_loss = 1.378203, iou_loss = 0.584730, total_loss = 1.962932 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.490994), count: 1, class_loss = 0.555734, iou_loss = 0.261010, total_loss = 0.816744 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.423507), count: 2, class_loss = 0.328434, iou_loss = 0.319100, total_loss = 0.647534 \n",
            " total_bbox = 126592, rewritten_bbox = 0.163517 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.600969), count: 5, class_loss = 1.152022, iou_loss = 0.482688, total_loss = 1.634709 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.476451), count: 3, class_loss = 0.912387, iou_loss = 1.047303, total_loss = 1.959690 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.596036), count: 6, class_loss = 2.587703, iou_loss = 1.423849, total_loss = 4.011551 \n",
            " total_bbox = 126606, rewritten_bbox = 0.163499 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.773126), count: 6, class_loss = 1.503583, iou_loss = 0.422501, total_loss = 1.926084 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.620456), count: 3, class_loss = 0.935764, iou_loss = 0.728597, total_loss = 1.664361 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.360750), count: 1, class_loss = 0.076966, iou_loss = 0.186303, total_loss = 0.263269 \n",
            " total_bbox = 126616, rewritten_bbox = 0.163486 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.600319), count: 6, class_loss = 1.140928, iou_loss = 0.866820, total_loss = 2.007748 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.572135), count: 5, class_loss = 1.640009, iou_loss = 1.004009, total_loss = 2.644018 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.424245), count: 2, class_loss = 1.012118, iou_loss = 0.824074, total_loss = 1.836193 \n",
            " total_bbox = 126629, rewritten_bbox = 0.163470 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.567992), count: 6, class_loss = 1.233631, iou_loss = 0.960075, total_loss = 2.193706 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.795299), count: 2, class_loss = 0.502273, iou_loss = 0.073128, total_loss = 0.575401 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.696199), count: 1, class_loss = 0.233302, iou_loss = 0.085740, total_loss = 0.319043 \n",
            " total_bbox = 126638, rewritten_bbox = 0.163458 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.623865), count: 8, class_loss = 1.608031, iou_loss = 1.113592, total_loss = 2.721623 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.505572), count: 3, class_loss = 0.643398, iou_loss = 1.109584, total_loss = 1.752982 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000965, iou_loss = 0.000000, total_loss = 0.000965 \n",
            " total_bbox = 126649, rewritten_bbox = 0.163444 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.637276), count: 2, class_loss = 0.468585, iou_loss = 0.131176, total_loss = 0.599761 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.692147), count: 3, class_loss = 0.305846, iou_loss = 0.304766, total_loss = 0.610613 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.039660, iou_loss = 0.000000, total_loss = 0.039660 \n",
            " total_bbox = 126654, rewritten_bbox = 0.163437 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.666747), count: 4, class_loss = 0.962354, iou_loss = 0.540084, total_loss = 1.502438 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.475456), count: 1, class_loss = 0.248271, iou_loss = 0.302057, total_loss = 0.550327 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.669828), count: 1, class_loss = 0.087903, iou_loss = 0.063885, total_loss = 0.151788 \n",
            " total_bbox = 126660, rewritten_bbox = 0.163430 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.694728), count: 5, class_loss = 1.199249, iou_loss = 0.356702, total_loss = 1.555951 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.022498, iou_loss = 0.000000, total_loss = 0.022498 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.190944), count: 1, class_loss = 0.159992, iou_loss = 0.227927, total_loss = 0.387919 \n",
            " total_bbox = 126666, rewritten_bbox = 0.163422 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.576641), count: 3, class_loss = 0.464507, iou_loss = 0.407416, total_loss = 0.871923 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002683, iou_loss = 0.000000, total_loss = 0.002683 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.432591), count: 3, class_loss = 0.238904, iou_loss = 0.924700, total_loss = 1.163604 \n",
            " total_bbox = 126672, rewritten_bbox = 0.163414 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.731388), count: 3, class_loss = 0.563374, iou_loss = 0.172759, total_loss = 0.736133 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.537739), count: 1, class_loss = 0.350422, iou_loss = 0.101775, total_loss = 0.452197 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.732829), count: 1, class_loss = 0.263671, iou_loss = 0.106435, total_loss = 0.370106 \n",
            " total_bbox = 126677, rewritten_bbox = 0.163408 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.669891), count: 7, class_loss = 1.659709, iou_loss = 0.880578, total_loss = 2.540287 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.003626, iou_loss = 0.000000, total_loss = 0.003626 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000399, iou_loss = 0.000000, total_loss = 0.000399 \n",
            " total_bbox = 126684, rewritten_bbox = 0.163399 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.547872), count: 4, class_loss = 0.865931, iou_loss = 1.144382, total_loss = 2.010314 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000542, iou_loss = 0.000000, total_loss = 0.000542 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.546905), count: 1, class_loss = 0.048187, iou_loss = 0.120398, total_loss = 0.168585 \n",
            " total_bbox = 126689, rewritten_bbox = 0.163392 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.658932), count: 8, class_loss = 1.501168, iou_loss = 0.837634, total_loss = 2.338801 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.532469), count: 6, class_loss = 1.671348, iou_loss = 1.089779, total_loss = 2.761127 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.622375), count: 2, class_loss = 0.277370, iou_loss = 0.169587, total_loss = 0.446958 \n",
            " total_bbox = 126705, rewritten_bbox = 0.163372 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.584135), count: 4, class_loss = 0.795780, iou_loss = 0.742289, total_loss = 1.538069 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.534056), count: 4, class_loss = 1.020558, iou_loss = 1.092542, total_loss = 2.113100 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.573844), count: 1, class_loss = 0.088593, iou_loss = 0.052428, total_loss = 0.141021 \n",
            " total_bbox = 126714, rewritten_bbox = 0.163360 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.495624), count: 2, class_loss = 0.146445, iou_loss = 0.255637, total_loss = 0.402082 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.834837), count: 1, class_loss = 0.028162, iou_loss = 0.025416, total_loss = 0.053578 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.665806), count: 1, class_loss = 0.106545, iou_loss = 0.055984, total_loss = 0.162529 \n",
            " total_bbox = 126718, rewritten_bbox = 0.163355 % \n",
            "\u001b]2;875/10000: loss=1.1 hours left=12.3\u0007\n",
            " 875: 1.096608, 1.259809 avg loss, 0.000586 rate, 3.382132 seconds, 56000 images, 12.267489 hours left\n",
            "Loaded: 0.000063 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.593939), count: 10, class_loss = 1.998039, iou_loss = 1.414156, total_loss = 3.412195 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.661432), count: 7, class_loss = 1.701266, iou_loss = 1.110070, total_loss = 2.811336 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.830201), count: 1, class_loss = 0.474890, iou_loss = 0.045065, total_loss = 0.519954 \n",
            " total_bbox = 126736, rewritten_bbox = 0.163332 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.662839), count: 4, class_loss = 0.944061, iou_loss = 0.511526, total_loss = 1.455587 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.146857, iou_loss = 0.000000, total_loss = 0.146857 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.159905), count: 1, class_loss = 0.264857, iou_loss = 0.408046, total_loss = 0.672903 \n",
            " total_bbox = 126741, rewritten_bbox = 0.163325 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.690311), count: 5, class_loss = 0.572497, iou_loss = 0.390796, total_loss = 0.963293 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.611637), count: 1, class_loss = 0.278538, iou_loss = 0.131746, total_loss = 0.410284 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000335, iou_loss = 0.000000, total_loss = 0.000335 \n",
            " total_bbox = 126747, rewritten_bbox = 0.163317 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.723421), count: 4, class_loss = 1.024555, iou_loss = 0.492452, total_loss = 1.517007 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.533863), count: 1, class_loss = 0.301450, iou_loss = 0.218733, total_loss = 0.520184 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.294326), count: 1, class_loss = 0.248030, iou_loss = 0.651364, total_loss = 0.899394 \n",
            " total_bbox = 126753, rewritten_bbox = 0.163310 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.550861), count: 4, class_loss = 1.039281, iou_loss = 0.776543, total_loss = 1.815824 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.697788), count: 6, class_loss = 1.666943, iou_loss = 0.537701, total_loss = 2.204644 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.411359), count: 3, class_loss = 0.561610, iou_loss = 0.817355, total_loss = 1.378965 \n",
            " total_bbox = 126766, rewritten_bbox = 0.163293 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.547666), count: 4, class_loss = 0.576319, iou_loss = 0.577021, total_loss = 1.153341 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.059107, iou_loss = 0.000000, total_loss = 0.059107 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001915, iou_loss = 0.000000, total_loss = 0.001915 \n",
            " total_bbox = 126770, rewritten_bbox = 0.163288 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.593063), count: 3, class_loss = 0.618956, iou_loss = 0.448476, total_loss = 1.067432 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002642, iou_loss = 0.000000, total_loss = 0.002642 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.323999), count: 2, class_loss = 0.268395, iou_loss = 1.019793, total_loss = 1.288188 \n",
            " total_bbox = 126775, rewritten_bbox = 0.163281 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.728188), count: 3, class_loss = 0.846832, iou_loss = 0.159379, total_loss = 1.006211 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.552215), count: 4, class_loss = 0.835703, iou_loss = 1.032179, total_loss = 1.867883 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007389, iou_loss = 0.000000, total_loss = 0.007389 \n",
            " total_bbox = 126782, rewritten_bbox = 0.163272 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.666475), count: 3, class_loss = 0.606699, iou_loss = 0.284335, total_loss = 0.891033 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.464402), count: 2, class_loss = 0.402905, iou_loss = 0.556713, total_loss = 0.959618 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.725335), count: 2, class_loss = 0.772531, iou_loss = 0.188828, total_loss = 0.961360 \n",
            " total_bbox = 126789, rewritten_bbox = 0.163263 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.601632), count: 10, class_loss = 3.197889, iou_loss = 1.508868, total_loss = 4.706757 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.600318), count: 2, class_loss = 0.752055, iou_loss = 0.427338, total_loss = 1.179393 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.659230), count: 1, class_loss = 0.480311, iou_loss = 0.183286, total_loss = 0.663597 \n",
            " total_bbox = 126802, rewritten_bbox = 0.163247 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.617794), count: 6, class_loss = 0.715973, iou_loss = 0.725943, total_loss = 1.441916 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.735772), count: 1, class_loss = 0.274419, iou_loss = 0.092718, total_loss = 0.367137 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.348767), count: 1, class_loss = 0.159190, iou_loss = 0.399226, total_loss = 0.558416 \n",
            " total_bbox = 126810, rewritten_bbox = 0.163236 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.688348), count: 1, class_loss = 0.194993, iou_loss = 0.072066, total_loss = 0.267059 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.711810), count: 2, class_loss = 0.458946, iou_loss = 0.130981, total_loss = 0.589927 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.516674), count: 2, class_loss = 0.277931, iou_loss = 0.376052, total_loss = 0.653983 \n",
            " total_bbox = 126815, rewritten_bbox = 0.163230 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.838761), count: 4, class_loss = 0.881443, iou_loss = 0.126160, total_loss = 1.007603 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.001221, iou_loss = 0.000000, total_loss = 0.001221 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.393591), count: 1, class_loss = 0.100960, iou_loss = 0.146413, total_loss = 0.247373 \n",
            " total_bbox = 126820, rewritten_bbox = 0.163223 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.724061), count: 3, class_loss = 0.548651, iou_loss = 0.230091, total_loss = 0.778742 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.604234), count: 15, class_loss = 3.998755, iou_loss = 3.166040, total_loss = 7.164795 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.433309), count: 2, class_loss = 0.921362, iou_loss = 1.471439, total_loss = 2.392801 \n",
            " total_bbox = 126840, rewritten_bbox = 0.163198 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.689742), count: 5, class_loss = 0.858581, iou_loss = 0.535411, total_loss = 1.393992 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.665242), count: 5, class_loss = 1.281428, iou_loss = 0.904098, total_loss = 2.185526 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001795, iou_loss = 0.000000, total_loss = 0.001795 \n",
            " total_bbox = 126850, rewritten_bbox = 0.163185 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.441320), count: 2, class_loss = 0.610853, iou_loss = 0.344025, total_loss = 0.954878 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.589772), count: 7, class_loss = 1.103460, iou_loss = 1.192423, total_loss = 2.295883 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.489400), count: 4, class_loss = 0.418924, iou_loss = 0.574018, total_loss = 0.992942 \n",
            " total_bbox = 126863, rewritten_bbox = 0.163168 % \n",
            "\u001b]2;876/10000: loss=1.2 hours left=12.2\u0007\n",
            " 876: 1.205013, 1.254330 avg loss, 0.000589 rate, 3.367361 seconds, 56064 images, 12.230544 hours left\n",
            "Loaded: 0.000068 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.583698), count: 5, class_loss = 1.554120, iou_loss = 0.577131, total_loss = 2.131252 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.237731), count: 1, class_loss = 0.483676, iou_loss = 0.997480, total_loss = 1.481156 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000111, iou_loss = 0.000000, total_loss = 0.000111 \n",
            " total_bbox = 126869, rewritten_bbox = 0.163160 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.661716), count: 4, class_loss = 0.734896, iou_loss = 0.388485, total_loss = 1.123381 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.018945, iou_loss = 0.000000, total_loss = 0.018945 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000303, iou_loss = 0.000000, total_loss = 0.000303 \n",
            " total_bbox = 126873, rewritten_bbox = 0.163155 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.670041), count: 3, class_loss = 0.430716, iou_loss = 0.442629, total_loss = 0.873346 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.593101), count: 3, class_loss = 1.050575, iou_loss = 0.610972, total_loss = 1.661547 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.616561), count: 3, class_loss = 0.551179, iou_loss = 0.474910, total_loss = 1.026089 \n",
            " total_bbox = 126882, rewritten_bbox = 0.163144 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.583564), count: 10, class_loss = 1.326598, iou_loss = 1.574188, total_loss = 2.900786 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.002115, iou_loss = 0.000000, total_loss = 0.002115 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.544386), count: 2, class_loss = 0.380832, iou_loss = 0.284286, total_loss = 0.665118 \n",
            " total_bbox = 126894, rewritten_bbox = 0.163128 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.746666), count: 4, class_loss = 0.649735, iou_loss = 0.182361, total_loss = 0.832096 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.544166), count: 4, class_loss = 1.194709, iou_loss = 1.119266, total_loss = 2.313975 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.685952), count: 1, class_loss = 0.254792, iou_loss = 0.214225, total_loss = 0.469017 \n",
            " total_bbox = 126903, rewritten_bbox = 0.163117 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.688535), count: 5, class_loss = 0.907998, iou_loss = 0.405751, total_loss = 1.313748 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.488910), count: 3, class_loss = 0.688970, iou_loss = 1.204996, total_loss = 1.893966 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.548687), count: 2, class_loss = 0.745811, iou_loss = 0.337320, total_loss = 1.083131 \n",
            " total_bbox = 126913, rewritten_bbox = 0.163104 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.697490), count: 2, class_loss = 0.495136, iou_loss = 0.095770, total_loss = 0.590907 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.647580), count: 9, class_loss = 1.921926, iou_loss = 1.382775, total_loss = 3.304701 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.517661), count: 2, class_loss = 0.554348, iou_loss = 0.387018, total_loss = 0.941366 \n",
            " total_bbox = 126926, rewritten_bbox = 0.163087 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.566654), count: 6, class_loss = 1.018300, iou_loss = 1.079324, total_loss = 2.097623 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.553197), count: 3, class_loss = 0.902217, iou_loss = 0.519249, total_loss = 1.421466 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.645703), count: 1, class_loss = 0.242402, iou_loss = 0.137673, total_loss = 0.380075 \n",
            " total_bbox = 126936, rewritten_bbox = 0.163074 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.571667), count: 4, class_loss = 0.630060, iou_loss = 0.524041, total_loss = 1.154101 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.457532), count: 1, class_loss = 0.067461, iou_loss = 0.204948, total_loss = 0.272410 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000158, iou_loss = 0.000000, total_loss = 0.000158 \n",
            " total_bbox = 126941, rewritten_bbox = 0.163068 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.612394), count: 1, class_loss = 0.298063, iou_loss = 0.064611, total_loss = 0.362673 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.155739, iou_loss = 0.000000, total_loss = 0.155739 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.662314), count: 2, class_loss = 0.511471, iou_loss = 0.238003, total_loss = 0.749474 \n",
            " total_bbox = 126944, rewritten_bbox = 0.163064 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.678314), count: 2, class_loss = 0.302797, iou_loss = 0.192251, total_loss = 0.495048 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.542807), count: 11, class_loss = 2.997898, iou_loss = 2.476052, total_loss = 5.473949 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.428520), count: 8, class_loss = 2.912829, iou_loss = 3.136256, total_loss = 6.049086 \n",
            " total_bbox = 126965, rewritten_bbox = 0.163037 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.672143), count: 7, class_loss = 1.316805, iou_loss = 0.615455, total_loss = 1.932260 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.618894), count: 2, class_loss = 0.531182, iou_loss = 0.246490, total_loss = 0.777671 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000694, iou_loss = 0.000000, total_loss = 0.000694 \n",
            " total_bbox = 126974, rewritten_bbox = 0.163025 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.765152), count: 2, class_loss = 0.294210, iou_loss = 0.103708, total_loss = 0.397918 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.486525), count: 2, class_loss = 0.547159, iou_loss = 0.497273, total_loss = 1.044432 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.470351), count: 6, class_loss = 1.454607, iou_loss = 0.940760, total_loss = 2.395367 \n",
            " total_bbox = 126984, rewritten_bbox = 0.163013 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.635347), count: 8, class_loss = 2.112559, iou_loss = 1.024806, total_loss = 3.137366 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.529437), count: 17, class_loss = 5.358412, iou_loss = 4.160693, total_loss = 9.519105 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.558888), count: 1, class_loss = 0.440395, iou_loss = 0.170058, total_loss = 0.610453 \n",
            " total_bbox = 127010, rewritten_bbox = 0.162979 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.671870), count: 6, class_loss = 0.938136, iou_loss = 0.550458, total_loss = 1.488594 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004243, iou_loss = 0.000000, total_loss = 0.004243 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000540, iou_loss = 0.000000, total_loss = 0.000540 \n",
            " total_bbox = 127016, rewritten_bbox = 0.162972 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.610202), count: 6, class_loss = 0.847914, iou_loss = 1.062552, total_loss = 1.910466 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.718526), count: 2, class_loss = 0.567118, iou_loss = 0.140180, total_loss = 0.707299 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.003349, iou_loss = 0.000000, total_loss = 0.003349 \n",
            " total_bbox = 127024, rewritten_bbox = 0.162961 % \n",
            "\u001b]2;877/10000: loss=1.4 hours left=12.2\u0007\n",
            " 877: 1.399346, 1.268831 avg loss, 0.000592 rate, 3.443153 seconds, 56128 images, 12.193585 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.685872), count: 9, class_loss = 1.817361, iou_loss = 0.823429, total_loss = 2.640790 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.529754), count: 15, class_loss = 5.778612, iou_loss = 3.912708, total_loss = 9.691320 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.479086), count: 7, class_loss = 3.429326, iou_loss = 2.435271, total_loss = 5.864597 \n",
            " total_bbox = 127055, rewritten_bbox = 0.163709 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.622951), count: 4, class_loss = 1.117135, iou_loss = 0.527302, total_loss = 1.644437 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.648084), count: 2, class_loss = 0.622562, iou_loss = 0.348022, total_loss = 0.970584 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.007770, iou_loss = 0.000000, total_loss = 0.007770 \n",
            " total_bbox = 127061, rewritten_bbox = 0.163701 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.528310), count: 7, class_loss = 1.234242, iou_loss = 1.674128, total_loss = 2.908370 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.500770), count: 5, class_loss = 2.060241, iou_loss = 1.578979, total_loss = 3.639220 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.372251), count: 4, class_loss = 1.388732, iou_loss = 2.168476, total_loss = 3.557208 \n",
            " total_bbox = 127077, rewritten_bbox = 0.163680 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.602899), count: 6, class_loss = 1.481377, iou_loss = 0.824996, total_loss = 2.306373 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.617683), count: 2, class_loss = 0.757808, iou_loss = 0.281789, total_loss = 1.039597 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.027540, iou_loss = 0.000000, total_loss = 0.027540 \n",
            " total_bbox = 127085, rewritten_bbox = 0.163670 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.671825), count: 6, class_loss = 0.985121, iou_loss = 0.763126, total_loss = 1.748247 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.674211), count: 8, class_loss = 2.106066, iou_loss = 1.068820, total_loss = 3.174886 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.452194), count: 1, class_loss = 0.275783, iou_loss = 0.318403, total_loss = 0.594186 \n",
            " total_bbox = 127100, rewritten_bbox = 0.163651 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.574231), count: 5, class_loss = 1.140072, iou_loss = 0.702085, total_loss = 1.842157 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.440785), count: 1, class_loss = 0.200883, iou_loss = 0.410141, total_loss = 0.611024 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001328, iou_loss = 0.000000, total_loss = 0.001328 \n",
            " total_bbox = 127106, rewritten_bbox = 0.163643 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.656596), count: 10, class_loss = 2.046844, iou_loss = 1.248124, total_loss = 3.294968 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.604385), count: 6, class_loss = 1.130822, iou_loss = 1.149233, total_loss = 2.280055 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001950, iou_loss = 0.000000, total_loss = 0.001950 \n",
            " total_bbox = 127122, rewritten_bbox = 0.164409 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.634649), count: 4, class_loss = 0.535625, iou_loss = 0.369358, total_loss = 0.904983 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.604058), count: 2, class_loss = 0.277204, iou_loss = 0.459699, total_loss = 0.736903 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.462522), count: 2, class_loss = 0.933736, iou_loss = 0.629501, total_loss = 1.563237 \n",
            " total_bbox = 127130, rewritten_bbox = 0.164399 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.789945), count: 1, class_loss = 0.053345, iou_loss = 0.072222, total_loss = 0.125567 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.033746, iou_loss = 0.000000, total_loss = 0.033746 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.550390), count: 3, class_loss = 0.548447, iou_loss = 0.304293, total_loss = 0.852740 \n",
            " total_bbox = 127134, rewritten_bbox = 0.164393 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.673806), count: 5, class_loss = 1.227803, iou_loss = 0.329296, total_loss = 1.557099 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.557137), count: 5, class_loss = 1.125330, iou_loss = 0.974087, total_loss = 2.099417 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001270, iou_loss = 0.000000, total_loss = 0.001270 \n",
            " total_bbox = 127144, rewritten_bbox = 0.164381 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.664136), count: 4, class_loss = 1.591737, iou_loss = 0.424081, total_loss = 2.015817 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.692426), count: 1, class_loss = 0.300820, iou_loss = 0.096570, total_loss = 0.397390 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000472, iou_loss = 0.000000, total_loss = 0.000472 \n",
            " total_bbox = 127149, rewritten_bbox = 0.164374 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.586514), count: 5, class_loss = 1.157355, iou_loss = 0.739022, total_loss = 1.896378 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.680468), count: 3, class_loss = 0.898924, iou_loss = 0.295782, total_loss = 1.194706 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.411281), count: 1, class_loss = 0.421123, iou_loss = 0.381523, total_loss = 0.802646 \n",
            " total_bbox = 127158, rewritten_bbox = 0.164362 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.496113), count: 4, class_loss = 0.463977, iou_loss = 0.860385, total_loss = 1.324361 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.547576), count: 3, class_loss = 0.845060, iou_loss = 0.552114, total_loss = 1.397173 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.342894), count: 1, class_loss = 0.445795, iou_loss = 0.646042, total_loss = 1.091837 \n",
            " total_bbox = 127166, rewritten_bbox = 0.164352 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.696194), count: 3, class_loss = 0.542006, iou_loss = 0.158555, total_loss = 0.700560 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.627456), count: 2, class_loss = 0.546480, iou_loss = 0.282664, total_loss = 0.829145 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.634182), count: 1, class_loss = 0.172597, iou_loss = 0.067528, total_loss = 0.240125 \n",
            " total_bbox = 127172, rewritten_bbox = 0.164344 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.568576), count: 5, class_loss = 0.814203, iou_loss = 0.860036, total_loss = 1.674239 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.630529), count: 1, class_loss = 0.199197, iou_loss = 0.127275, total_loss = 0.326472 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.639151), count: 3, class_loss = 0.491647, iou_loss = 0.320801, total_loss = 0.812448 \n",
            " total_bbox = 127181, rewritten_bbox = 0.164333 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.551324), count: 3, class_loss = 0.932788, iou_loss = 0.519472, total_loss = 1.452261 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.675404), count: 3, class_loss = 0.363715, iou_loss = 0.539991, total_loss = 0.903707 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.251939), count: 1, class_loss = 0.167163, iou_loss = 0.359921, total_loss = 0.527085 \n",
            " total_bbox = 127188, rewritten_bbox = 0.164324 % \n",
            "\u001b]2;878/10000: loss=1.5 hours left=12.2\u0007\n",
            " 878: 1.527258, 1.294674 avg loss, 0.000594 rate, 3.381383 seconds, 56192 images, 12.158906 hours left\n",
            "Loaded: 0.000067 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.659664), count: 6, class_loss = 0.973536, iou_loss = 0.930461, total_loss = 1.903997 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.586551), count: 8, class_loss = 2.173743, iou_loss = 1.425762, total_loss = 3.599506 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.383204), count: 4, class_loss = 0.867132, iou_loss = 1.129330, total_loss = 1.996462 \n",
            " total_bbox = 127206, rewritten_bbox = 0.164300 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.599359), count: 3, class_loss = 0.290074, iou_loss = 0.340981, total_loss = 0.631055 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.453032), count: 1, class_loss = 0.247859, iou_loss = 0.305266, total_loss = 0.553125 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000475, iou_loss = 0.000000, total_loss = 0.000475 \n",
            " total_bbox = 127210, rewritten_bbox = 0.164295 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.699729), count: 8, class_loss = 1.393231, iou_loss = 0.697204, total_loss = 2.090435 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.030464, iou_loss = 0.000000, total_loss = 0.030464 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000068, iou_loss = 0.000000, total_loss = 0.000068 \n",
            " total_bbox = 127218, rewritten_bbox = 0.164285 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.699077), count: 3, class_loss = 0.358722, iou_loss = 0.230328, total_loss = 0.589050 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.038869, iou_loss = 0.000000, total_loss = 0.038869 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.614696), count: 2, class_loss = 0.248593, iou_loss = 0.261901, total_loss = 0.510494 \n",
            " total_bbox = 127223, rewritten_bbox = 0.164278 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.611369), count: 3, class_loss = 0.870807, iou_loss = 0.351241, total_loss = 1.222048 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.560416), count: 1, class_loss = 0.127918, iou_loss = 0.123658, total_loss = 0.251577 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.511763), count: 2, class_loss = 0.500420, iou_loss = 0.390710, total_loss = 0.891130 \n",
            " total_bbox = 127229, rewritten_bbox = 0.164271 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.000000), count: 1, class_loss = 0.062942, iou_loss = 0.000000, total_loss = 0.062942 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.000481, iou_loss = 0.000000, total_loss = 0.000481 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.553084), count: 7, class_loss = 1.217674, iou_loss = 1.354308, total_loss = 2.571982 \n",
            " total_bbox = 127236, rewritten_bbox = 0.164262 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.677119), count: 3, class_loss = 0.537159, iou_loss = 0.263667, total_loss = 0.800826 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.648206), count: 8, class_loss = 1.774837, iou_loss = 1.061719, total_loss = 2.836555 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.404466), count: 5, class_loss = 1.734620, iou_loss = 1.915736, total_loss = 3.650356 \n",
            " total_bbox = 127252, rewritten_bbox = 0.164241 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.680306), count: 8, class_loss = 1.050080, iou_loss = 0.665072, total_loss = 1.715152 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.632927), count: 2, class_loss = 0.789525, iou_loss = 0.209378, total_loss = 0.998903 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.156083), count: 1, class_loss = 0.498067, iou_loss = 1.108562, total_loss = 1.606629 \n",
            " total_bbox = 127263, rewritten_bbox = 0.164227 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.728084), count: 4, class_loss = 0.598202, iou_loss = 0.287565, total_loss = 0.885767 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.749955), count: 1, class_loss = 0.176239, iou_loss = 0.044229, total_loss = 0.220468 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000022, iou_loss = 0.000000, total_loss = 0.000022 \n",
            " total_bbox = 127268, rewritten_bbox = 0.164220 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.739807), count: 4, class_loss = 0.697552, iou_loss = 0.172468, total_loss = 0.870020 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.699208), count: 3, class_loss = 0.445610, iou_loss = 0.228661, total_loss = 0.674270 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.018364, iou_loss = 0.000000, total_loss = 0.018364 \n",
            " total_bbox = 127275, rewritten_bbox = 0.164211 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.665851), count: 3, class_loss = 0.737011, iou_loss = 0.190200, total_loss = 0.927210 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.582504), count: 1, class_loss = 0.284585, iou_loss = 0.158511, total_loss = 0.443096 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.543717), count: 3, class_loss = 0.489068, iou_loss = 0.700879, total_loss = 1.189947 \n",
            " total_bbox = 127282, rewritten_bbox = 0.164202 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.594991), count: 7, class_loss = 2.054731, iou_loss = 1.155791, total_loss = 3.210522 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.592222), count: 7, class_loss = 3.226544, iou_loss = 1.227429, total_loss = 4.453973 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.567410), count: 1, class_loss = 0.024585, iou_loss = 0.126122, total_loss = 0.150708 \n",
            " total_bbox = 127297, rewritten_bbox = 0.164183 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.685019), count: 4, class_loss = 0.486003, iou_loss = 0.263313, total_loss = 0.749316 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.636091), count: 6, class_loss = 1.337460, iou_loss = 1.078379, total_loss = 2.415839 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001905, iou_loss = 0.000000, total_loss = 0.001905 \n",
            " total_bbox = 127307, rewritten_bbox = 0.164170 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.651675), count: 6, class_loss = 0.975055, iou_loss = 0.669834, total_loss = 1.644889 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.841349), count: 1, class_loss = 0.310772, iou_loss = 0.072539, total_loss = 0.383311 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.828505), count: 1, class_loss = 0.302548, iou_loss = 0.027467, total_loss = 0.330015 \n",
            " total_bbox = 127315, rewritten_bbox = 0.164160 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.652418), count: 6, class_loss = 1.115602, iou_loss = 0.627343, total_loss = 1.742946 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.014519, iou_loss = 0.000000, total_loss = 0.014519 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.736223), count: 1, class_loss = 0.112337, iou_loss = 0.039099, total_loss = 0.151436 \n",
            " total_bbox = 127322, rewritten_bbox = 0.164151 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.635918), count: 3, class_loss = 0.429691, iou_loss = 0.255555, total_loss = 0.685246 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.433728), count: 2, class_loss = 0.630979, iou_loss = 0.568051, total_loss = 1.199030 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.532286), count: 1, class_loss = 0.316525, iou_loss = 0.227594, total_loss = 0.544119 \n",
            " total_bbox = 127328, rewritten_bbox = 0.164143 % \n",
            "\u001b]2;879/10000: loss=1.1 hours left=12.1\u0007\n",
            " 879: 1.072073, 1.272414 avg loss, 0.000597 rate, 3.364569 seconds, 56256 images, 12.123000 hours left\n",
            "Loaded: 0.000063 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.642866), count: 3, class_loss = 0.390874, iou_loss = 0.474665, total_loss = 0.865538 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.342669), count: 1, class_loss = 0.222218, iou_loss = 0.626687, total_loss = 0.848906 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.001796, iou_loss = 0.000000, total_loss = 0.001796 \n",
            " total_bbox = 127332, rewritten_bbox = 0.164138 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.664506), count: 6, class_loss = 1.317024, iou_loss = 0.703366, total_loss = 2.020390 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.634506), count: 1, class_loss = 0.267328, iou_loss = 0.136871, total_loss = 0.404199 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.471727), count: 1, class_loss = 0.354260, iou_loss = 0.290896, total_loss = 0.645156 \n",
            " total_bbox = 127340, rewritten_bbox = 0.164128 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.674610), count: 5, class_loss = 0.899854, iou_loss = 0.601573, total_loss = 1.501427 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.477686), count: 1, class_loss = 0.522811, iou_loss = 0.246300, total_loss = 0.769111 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.115805), count: 1, class_loss = 0.315446, iou_loss = 1.834159, total_loss = 2.149605 \n",
            " total_bbox = 127347, rewritten_bbox = 0.164119 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.635341), count: 6, class_loss = 1.175837, iou_loss = 0.723038, total_loss = 1.898875 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.537799), count: 1, class_loss = 0.431279, iou_loss = 0.210711, total_loss = 0.641990 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.002914, iou_loss = 0.000000, total_loss = 0.002914 \n",
            " total_bbox = 127354, rewritten_bbox = 0.164109 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.774464), count: 5, class_loss = 0.352985, iou_loss = 0.267027, total_loss = 0.620012 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.683289), count: 1, class_loss = 0.290562, iou_loss = 0.059967, total_loss = 0.350529 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000047, iou_loss = 0.000000, total_loss = 0.000047 \n",
            " total_bbox = 127360, rewritten_bbox = 0.164102 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.644666), count: 4, class_loss = 0.564567, iou_loss = 0.484852, total_loss = 1.049420 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.580429), count: 2, class_loss = 0.356448, iou_loss = 0.302453, total_loss = 0.658901 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.239123), count: 1, class_loss = 0.042509, iou_loss = 0.602918, total_loss = 0.645426 \n",
            " total_bbox = 127366, rewritten_bbox = 0.164094 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.651899), count: 7, class_loss = 1.734616, iou_loss = 0.779565, total_loss = 2.514180 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.585214), count: 2, class_loss = 0.522107, iou_loss = 0.304188, total_loss = 0.826295 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000958, iou_loss = 0.000000, total_loss = 0.000958 \n",
            " total_bbox = 127375, rewritten_bbox = 0.164082 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.715721), count: 6, class_loss = 1.456308, iou_loss = 0.788343, total_loss = 2.244651 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.579575), count: 9, class_loss = 2.822012, iou_loss = 1.501231, total_loss = 4.323243 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.456614), count: 3, class_loss = 1.212180, iou_loss = 1.337923, total_loss = 2.550103 \n",
            " total_bbox = 127393, rewritten_bbox = 0.164059 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.691758), count: 3, class_loss = 0.439958, iou_loss = 0.288981, total_loss = 0.728939 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.004925, iou_loss = 0.000000, total_loss = 0.004925 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.364207), count: 1, class_loss = 0.311969, iou_loss = 0.526588, total_loss = 0.838557 \n",
            " total_bbox = 127397, rewritten_bbox = 0.164054 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.628068), count: 2, class_loss = 0.378554, iou_loss = 0.228935, total_loss = 0.607489 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.677369), count: 10, class_loss = 2.080867, iou_loss = 1.204513, total_loss = 3.285380 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.048958, iou_loss = 0.000000, total_loss = 0.048958 \n",
            " total_bbox = 127409, rewritten_bbox = 0.164039 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.828696), count: 3, class_loss = 0.512367, iou_loss = 0.185155, total_loss = 0.697522 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.717923), count: 1, class_loss = 0.265196, iou_loss = 0.061955, total_loss = 0.327150 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.721547), count: 1, class_loss = 0.154212, iou_loss = 0.113529, total_loss = 0.267741 \n",
            " total_bbox = 127414, rewritten_bbox = 0.164032 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.711986), count: 3, class_loss = 0.447179, iou_loss = 0.292766, total_loss = 0.739945 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.385575), count: 1, class_loss = 0.260782, iou_loss = 0.299173, total_loss = 0.559955 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.377063), count: 2, class_loss = 0.502424, iou_loss = 0.865225, total_loss = 1.367649 \n",
            " total_bbox = 127420, rewritten_bbox = 0.164024 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.498626), count: 2, class_loss = 0.731905, iou_loss = 0.354415, total_loss = 1.086321 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.514722), count: 11, class_loss = 3.268184, iou_loss = 3.358229, total_loss = 6.626413 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.675687), count: 1, class_loss = 0.044136, iou_loss = 0.044354, total_loss = 0.088490 \n",
            " total_bbox = 127434, rewritten_bbox = 0.164006 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.562221), count: 5, class_loss = 0.829539, iou_loss = 0.930257, total_loss = 1.759795 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.000000), count: 1, class_loss = 0.043181, iou_loss = 0.000000, total_loss = 0.043181 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.000000), count: 1, class_loss = 0.000833, iou_loss = 0.000000, total_loss = 0.000833 \n",
            " total_bbox = 127439, rewritten_bbox = 0.164000 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.724336), count: 3, class_loss = 0.382629, iou_loss = 0.396492, total_loss = 0.779121 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.335434), count: 2, class_loss = 0.147922, iou_loss = 0.805506, total_loss = 0.953428 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.390185), count: 2, class_loss = 0.453416, iou_loss = 1.454661, total_loss = 1.908078 \n",
            " total_bbox = 127446, rewritten_bbox = 0.164776 % \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.656283), count: 6, class_loss = 1.208578, iou_loss = 0.626572, total_loss = 1.835151 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.611445), count: 3, class_loss = 0.617668, iou_loss = 0.477607, total_loss = 1.095274 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.513205), count: 1, class_loss = 0.362201, iou_loss = 0.243797, total_loss = 0.605998 \n",
            " total_bbox = 127456, rewritten_bbox = 0.164763 % \n",
            "\u001b]2;880/10000: loss=1.1 hours left=12.1\u0007\n",
            " 880: 1.120624, 1.257235 avg loss, 0.000600 rate, 3.343671 seconds, 56320 images, 12.087017 hours left\n",
            "Resizing, random_coef = 1.40 \n",
            "\n",
            " 384 x 384 \n",
            " try to allocate additional workspace_size = 142.61 MB \n",
            " CUDA allocate done! \n",
            "Loaded: 0.000053 seconds\n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 82 Avg (IOU: 0.917513), count: 1, class_loss = 0.043911, iou_loss = 0.028753, total_loss = 0.072664 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 94 Avg (IOU: 0.686140), count: 2, class_loss = 0.279302, iou_loss = 0.154102, total_loss = 0.433404 \n",
            "v3 (mse loss, Normalizer: (iou: 0.75, obj: 1.00, cls: 1.00) Region 106 Avg (IOU: 0.557174), count: 2, class_loss = 0.256474, iou_loss = 0.145369, total_loss = 0.401843 \n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "xCYF19wDArJz"
      },
      "source": [
        "\n",
        "```\n",
        "!./darknet detector train data/obj.data cfg/yolov3_custom.cfg /mydrive/yolov3/backup/yolov3_custom_last.weights -dont_show\n",
        "```"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "yE_Q7BXxXxMl"
      },
      "source": [
        "!./darknet detector train data/obj.data cfg/yolov3_custom.cfg /mydrive/yolov3/backup/yolov3_custom_last.weights -dont_show"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "N29uHgipYsY2"
      },
      "source": [
        "## Run Your Custom Object Detector!!!\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "h6anJb9jPKWX",
        "outputId": "e6f55776-f8b9-4976-a47d-37a66987a496"
      },
      "source": [
        "# need to set our custom cfg to test mode\n",
        "%cd cfg\n",
        "!sed -i 's/batch=64/batch=1/' yolov3_custom.cfg\n",
        "!sed -i 's/subdivisions=16/subdivisions=1/' yolov3_custom.cfg\n",
        "%cd ..\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/darknet/cfg\n",
            "/content/darknet\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rBPEqumuZ0aG"
      },
      "source": [
        "# run your custom detector with this command (upload an image to your google drive to test, thresh flag sets accuracy that detection must be in order to show it)\n",
        "!./darknet detector test data/obj.data cfg/yolov3_custom.cfg /content/gdrive/MyDrive/yolov3/backup/yolov3_custom_last.weights /content/gdrive/MyDrive/TEST/test1.jpg -thresh 0.3\n",
        "imShow('/content/darknet/predictions.jpg')"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "! ./darknet detector map data/obj.data cfg/yolov3_custom.cfg /content/gdrive/MyDrive/yolov3/backup/yolov3_custom_last.weights\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "a6ipDNqdfwkf",
        "outputId": "97130ed5-7506-47ed-e19a-8ff27031b339"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            " CUDA-version: 11080 (12000), cuDNN: 8.9.0, GPU count: 1  \n",
            " OpenCV version: 4.5.4\n",
            " 0 : compute_capability = 750, cudnn_half = 0, GPU: Tesla T4 \n",
            "net.optimized_memory = 0 \n",
            "mini_batch = 1, batch = 1, time_steps = 1, train = 0 \n",
            "   layer   filters  size/strd(dil)      input                output\n",
            "   0 Create CUDA-stream - 0 \n",
            " Create cudnn-handle 0 \n",
            "conv     32       3 x 3/ 1    416 x 416 x   3 ->  416 x 416 x  32 0.299 BF\n",
            "   1 conv     64       3 x 3/ 2    416 x 416 x  32 ->  208 x 208 x  64 1.595 BF\n",
            "   2 conv     32       1 x 1/ 1    208 x 208 x  64 ->  208 x 208 x  32 0.177 BF\n",
            "   3 conv     64       3 x 3/ 1    208 x 208 x  32 ->  208 x 208 x  64 1.595 BF\n",
            "   4 Shortcut Layer: 1,  wt = 0, wn = 0, outputs: 208 x 208 x  64 0.003 BF\n",
            "   5 conv    128       3 x 3/ 2    208 x 208 x  64 ->  104 x 104 x 128 1.595 BF\n",
            "   6 conv     64       1 x 1/ 1    104 x 104 x 128 ->  104 x 104 x  64 0.177 BF\n",
            "   7 conv    128       3 x 3/ 1    104 x 104 x  64 ->  104 x 104 x 128 1.595 BF\n",
            "   8 Shortcut Layer: 5,  wt = 0, wn = 0, outputs: 104 x 104 x 128 0.001 BF\n",
            "   9 conv     64       1 x 1/ 1    104 x 104 x 128 ->  104 x 104 x  64 0.177 BF\n",
            "  10 conv    128       3 x 3/ 1    104 x 104 x  64 ->  104 x 104 x 128 1.595 BF\n",
            "  11 Shortcut Layer: 8,  wt = 0, wn = 0, outputs: 104 x 104 x 128 0.001 BF\n",
            "  12 conv    256       3 x 3/ 2    104 x 104 x 128 ->   52 x  52 x 256 1.595 BF\n",
            "  13 conv    128       1 x 1/ 1     52 x  52 x 256 ->   52 x  52 x 128 0.177 BF\n",
            "  14 conv    256       3 x 3/ 1     52 x  52 x 128 ->   52 x  52 x 256 1.595 BF\n",
            "  15 Shortcut Layer: 12,  wt = 0, wn = 0, outputs:  52 x  52 x 256 0.001 BF\n",
            "  16 conv    128       1 x 1/ 1     52 x  52 x 256 ->   52 x  52 x 128 0.177 BF\n",
            "  17 conv    256       3 x 3/ 1     52 x  52 x 128 ->   52 x  52 x 256 1.595 BF\n",
            "  18 Shortcut Layer: 15,  wt = 0, wn = 0, outputs:  52 x  52 x 256 0.001 BF\n",
            "  19 conv    128       1 x 1/ 1     52 x  52 x 256 ->   52 x  52 x 128 0.177 BF\n",
            "  20 conv    256       3 x 3/ 1     52 x  52 x 128 ->   52 x  52 x 256 1.595 BF\n",
            "  21 Shortcut Layer: 18,  wt = 0, wn = 0, outputs:  52 x  52 x 256 0.001 BF\n",
            "  22 conv    128       1 x 1/ 1     52 x  52 x 256 ->   52 x  52 x 128 0.177 BF\n",
            "  23 conv    256       3 x 3/ 1     52 x  52 x 128 ->   52 x  52 x 256 1.595 BF\n",
            "  24 Shortcut Layer: 21,  wt = 0, wn = 0, outputs:  52 x  52 x 256 0.001 BF\n",
            "  25 conv    128       1 x 1/ 1     52 x  52 x 256 ->   52 x  52 x 128 0.177 BF\n",
            "  26 conv    256       3 x 3/ 1     52 x  52 x 128 ->   52 x  52 x 256 1.595 BF\n",
            "  27 Shortcut Layer: 24,  wt = 0, wn = 0, outputs:  52 x  52 x 256 0.001 BF\n",
            "  28 conv    128       1 x 1/ 1     52 x  52 x 256 ->   52 x  52 x 128 0.177 BF\n",
            "  29 conv    256       3 x 3/ 1     52 x  52 x 128 ->   52 x  52 x 256 1.595 BF\n",
            "  30 Shortcut Layer: 27,  wt = 0, wn = 0, outputs:  52 x  52 x 256 0.001 BF\n",
            "  31 conv    128       1 x 1/ 1     52 x  52 x 256 ->   52 x  52 x 128 0.177 BF\n",
            "  32 conv    256       3 x 3/ 1     52 x  52 x 128 ->   52 x  52 x 256 1.595 BF\n",
            "  33 Shortcut Layer: 30,  wt = 0, wn = 0, outputs:  52 x  52 x 256 0.001 BF\n",
            "  34 conv    128       1 x 1/ 1     52 x  52 x 256 ->   52 x  52 x 128 0.177 BF\n",
            "  35 conv    256       3 x 3/ 1     52 x  52 x 128 ->   52 x  52 x 256 1.595 BF\n",
            "  36 Shortcut Layer: 33,  wt = 0, wn = 0, outputs:  52 x  52 x 256 0.001 BF\n",
            "  37 conv    512       3 x 3/ 2     52 x  52 x 256 ->   26 x  26 x 512 1.595 BF\n",
            "  38 conv    256       1 x 1/ 1     26 x  26 x 512 ->   26 x  26 x 256 0.177 BF\n",
            "  39 conv    512       3 x 3/ 1     26 x  26 x 256 ->   26 x  26 x 512 1.595 BF\n",
            "  40 Shortcut Layer: 37,  wt = 0, wn = 0, outputs:  26 x  26 x 512 0.000 BF\n",
            "  41 conv    256       1 x 1/ 1     26 x  26 x 512 ->   26 x  26 x 256 0.177 BF\n",
            "  42 conv    512       3 x 3/ 1     26 x  26 x 256 ->   26 x  26 x 512 1.595 BF\n",
            "  43 Shortcut Layer: 40,  wt = 0, wn = 0, outputs:  26 x  26 x 512 0.000 BF\n",
            "  44 conv    256       1 x 1/ 1     26 x  26 x 512 ->   26 x  26 x 256 0.177 BF\n",
            "  45 conv    512       3 x 3/ 1     26 x  26 x 256 ->   26 x  26 x 512 1.595 BF\n",
            "  46 Shortcut Layer: 43,  wt = 0, wn = 0, outputs:  26 x  26 x 512 0.000 BF\n",
            "  47 conv    256       1 x 1/ 1     26 x  26 x 512 ->   26 x  26 x 256 0.177 BF\n",
            "  48 conv    512       3 x 3/ 1     26 x  26 x 256 ->   26 x  26 x 512 1.595 BF\n",
            "  49 Shortcut Layer: 46,  wt = 0, wn = 0, outputs:  26 x  26 x 512 0.000 BF\n",
            "  50 conv    256       1 x 1/ 1     26 x  26 x 512 ->   26 x  26 x 256 0.177 BF\n",
            "  51 conv    512       3 x 3/ 1     26 x  26 x 256 ->   26 x  26 x 512 1.595 BF\n",
            "  52 Shortcut Layer: 49,  wt = 0, wn = 0, outputs:  26 x  26 x 512 0.000 BF\n",
            "  53 conv    256       1 x 1/ 1     26 x  26 x 512 ->   26 x  26 x 256 0.177 BF\n",
            "  54 conv    512       3 x 3/ 1     26 x  26 x 256 ->   26 x  26 x 512 1.595 BF\n",
            "  55 Shortcut Layer: 52,  wt = 0, wn = 0, outputs:  26 x  26 x 512 0.000 BF\n",
            "  56 conv    256       1 x 1/ 1     26 x  26 x 512 ->   26 x  26 x 256 0.177 BF\n",
            "  57 conv    512       3 x 3/ 1     26 x  26 x 256 ->   26 x  26 x 512 1.595 BF\n",
            "  58 Shortcut Layer: 55,  wt = 0, wn = 0, outputs:  26 x  26 x 512 0.000 BF\n",
            "  59 conv    256       1 x 1/ 1     26 x  26 x 512 ->   26 x  26 x 256 0.177 BF\n",
            "  60 conv    512       3 x 3/ 1     26 x  26 x 256 ->   26 x  26 x 512 1.595 BF\n",
            "  61 Shortcut Layer: 58,  wt = 0, wn = 0, outputs:  26 x  26 x 512 0.000 BF\n",
            "  62 conv   1024       3 x 3/ 2     26 x  26 x 512 ->   13 x  13 x1024 1.595 BF\n",
            "  63 conv    512       1 x 1/ 1     13 x  13 x1024 ->   13 x  13 x 512 0.177 BF\n",
            "  64 conv   1024       3 x 3/ 1     13 x  13 x 512 ->   13 x  13 x1024 1.595 BF\n",
            "  65 Shortcut Layer: 62,  wt = 0, wn = 0, outputs:  13 x  13 x1024 0.000 BF\n",
            "  66 conv    512       1 x 1/ 1     13 x  13 x1024 ->   13 x  13 x 512 0.177 BF\n",
            "  67 conv   1024       3 x 3/ 1     13 x  13 x 512 ->   13 x  13 x1024 1.595 BF\n",
            "  68 Shortcut Layer: 65,  wt = 0, wn = 0, outputs:  13 x  13 x1024 0.000 BF\n",
            "  69 conv    512       1 x 1/ 1     13 x  13 x1024 ->   13 x  13 x 512 0.177 BF\n",
            "  70 conv   1024       3 x 3/ 1     13 x  13 x 512 ->   13 x  13 x1024 1.595 BF\n",
            "  71 Shortcut Layer: 68,  wt = 0, wn = 0, outputs:  13 x  13 x1024 0.000 BF\n",
            "  72 conv    512       1 x 1/ 1     13 x  13 x1024 ->   13 x  13 x 512 0.177 BF\n",
            "  73 conv   1024       3 x 3/ 1     13 x  13 x 512 ->   13 x  13 x1024 1.595 BF\n",
            "  74 Shortcut Layer: 71,  wt = 0, wn = 0, outputs:  13 x  13 x1024 0.000 BF\n",
            "  75 conv    512       1 x 1/ 1     13 x  13 x1024 ->   13 x  13 x 512 0.177 BF\n",
            "  76 conv   1024       3 x 3/ 1     13 x  13 x 512 ->   13 x  13 x1024 1.595 BF\n",
            "  77 conv    512       1 x 1/ 1     13 x  13 x1024 ->   13 x  13 x 512 0.177 BF\n",
            "  78 conv   1024       3 x 3/ 1     13 x  13 x 512 ->   13 x  13 x1024 1.595 BF\n",
            "  79 conv    512       1 x 1/ 1     13 x  13 x1024 ->   13 x  13 x 512 0.177 BF\n",
            "  80 conv   1024       3 x 3/ 1     13 x  13 x 512 ->   13 x  13 x1024 1.595 BF\n",
            "  81 conv     30       1 x 1/ 1     13 x  13 x1024 ->   13 x  13 x  30 0.010 BF\n",
            "  82 yolo\n",
            "[yolo] params: iou loss: mse (2), iou_norm: 0.75, obj_norm: 1.00, cls_norm: 1.00, delta_norm: 1.00, scale_x_y: 1.00\n",
            "  83 route  79 \t\t                           ->   13 x  13 x 512 \n",
            "  84 conv    256       1 x 1/ 1     13 x  13 x 512 ->   13 x  13 x 256 0.044 BF\n",
            "  85 upsample                 2x    13 x  13 x 256 ->   26 x  26 x 256\n",
            "  86 route  85 61 \t                           ->   26 x  26 x 768 \n",
            "  87 conv    256       1 x 1/ 1     26 x  26 x 768 ->   26 x  26 x 256 0.266 BF\n",
            "  88 conv    512       3 x 3/ 1     26 x  26 x 256 ->   26 x  26 x 512 1.595 BF\n",
            "  89 conv    256       1 x 1/ 1     26 x  26 x 512 ->   26 x  26 x 256 0.177 BF\n",
            "  90 conv    512       3 x 3/ 1     26 x  26 x 256 ->   26 x  26 x 512 1.595 BF\n",
            "  91 conv    256       1 x 1/ 1     26 x  26 x 512 ->   26 x  26 x 256 0.177 BF\n",
            "  92 conv    512       3 x 3/ 1     26 x  26 x 256 ->   26 x  26 x 512 1.595 BF\n",
            "  93 conv     30       1 x 1/ 1     26 x  26 x 512 ->   26 x  26 x  30 0.021 BF\n",
            "  94 yolo\n",
            "[yolo] params: iou loss: mse (2), iou_norm: 0.75, obj_norm: 1.00, cls_norm: 1.00, delta_norm: 1.00, scale_x_y: 1.00\n",
            "  95 route  91 \t\t                           ->   26 x  26 x 256 \n",
            "  96 conv    128       1 x 1/ 1     26 x  26 x 256 ->   26 x  26 x 128 0.044 BF\n",
            "  97 upsample                 2x    26 x  26 x 128 ->   52 x  52 x 128\n",
            "  98 route  97 36 \t                           ->   52 x  52 x 384 \n",
            "  99 conv    128       1 x 1/ 1     52 x  52 x 384 ->   52 x  52 x 128 0.266 BF\n",
            " 100 conv    256       3 x 3/ 1     52 x  52 x 128 ->   52 x  52 x 256 1.595 BF\n",
            " 101 conv    128       1 x 1/ 1     52 x  52 x 256 ->   52 x  52 x 128 0.177 BF\n",
            " 102 conv    256       3 x 3/ 1     52 x  52 x 128 ->   52 x  52 x 256 1.595 BF\n",
            " 103 conv    128       1 x 1/ 1     52 x  52 x 256 ->   52 x  52 x 128 0.177 BF\n",
            " 104 conv    256       3 x 3/ 1     52 x  52 x 128 ->   52 x  52 x 256 1.595 BF\n",
            " 105 conv     30       1 x 1/ 1     52 x  52 x 256 ->   52 x  52 x  30 0.042 BF\n",
            " 106 yolo\n",
            "[yolo] params: iou loss: mse (2), iou_norm: 0.75, obj_norm: 1.00, cls_norm: 1.00, delta_norm: 1.00, scale_x_y: 1.00\n",
            "Total BFLOPS 65.333 \n",
            "avg_outputs = 517519 \n",
            " Allocate additional workspace_size = 134.22 MB \n",
            "Loading weights from /content/gdrive/MyDrive/yolov3/backup/yolov3_custom_last.weights...\n",
            " seen 64, trained: 512 K-images (8 Kilo-batches_64) \n",
            "Done! Loaded 107 layers from weights-file \n",
            "\n",
            " calculation mAP (mean average precision)...\n",
            " Detection layer: 82 - type = 28 \n",
            " Detection layer: 94 - type = 28 \n",
            " Detection layer: 106 - type = 28 \n",
            "276\n",
            " detections_count = 1170, unique_truth_count = 679  \n",
            "class_id = 0, name = Helmet, ap = 98.65%   \t (TP = 104, FP = 6) \n",
            "class_id = 1, name = NoHelmet, ap = 97.24%   \t (TP = 99, FP = 5) \n",
            "class_id = 2, name = Person, ap = 99.15%   \t (TP = 129, FP = 3) \n",
            "class_id = 3, name = Motorcycle, ap = 97.83%   \t (TP = 148, FP = 4) \n",
            "class_id = 4, name = VehicleRegNumber, ap = 94.69%   \t (TP = 174, FP = 12) \n",
            "\n",
            " for conf_thresh = 0.25, precision = 0.96, recall = 0.96, F1-score = 0.96 \n",
            " for conf_thresh = 0.25, TP = 654, FP = 30, FN = 25, average IoU = 76.74 % \n",
            "\n",
            " IoU threshold = 50 %, used Area-Under-Curve for each unique Recall \n",
            " mean average precision (mAP@0.50) = 0.975123, or 97.51 % \n",
            "Total Detection Time: 7 Seconds\n",
            "\n",
            "Set -points flag:\n",
            " `-points 101` for MS COCO \n",
            " `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) \n",
            " `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset\n"
          ]
        }
      ]
    }
  ]
}